Learn Machine Learning & Data Science With Python Bootcamp
Learn Machine Learning & Data Science With Python Bootcamp
New | Created by Sufa Digital Media | Last updated 10/2021
Duration: 15h 39m | 15 sections | 89 lectures | Video: 1280x720, 44 KHz | 5.555 GB
Genre: eLearning | Language: English + Sub
Learn Machine learning and data science with python and solve real world machine learning problems
What you'll learn
Understand the full product workflow for the machine learning lifecycle.
Learn to use NumPy for Numerical Data
Learn to use Pandas for Data Analysis
Learn to use Matplotlib for Python Plotting
Requirements
Knowledge Of Machine Learning
Description
Machine learning is a subset of artificial intelligence (AI). It is focused on teaching computers to learn from data and to improve with experience - instead of being explicitly programmed to do so. In machine learning, algorithms are trained to find patterns and correlations in large data sets and to make the best decisions and predictions based on that analysis. Machine learning applications improve with use and become more accurate the more data they have access to. Applications of machine learning are all around us -in our homes, our shopping carts, our entertainment media, and our healthcare.
Machine learning - and its components of deep learning and neural networks - all fit as concentric subsets of AI. AI processes data to make decisions and predictions. Machine learning algorithms allow AI to not only process that data, but to use it to learn and get smarter, without needing any additional programming. Artificial intelligence is the parent of all the machine learning subsets beneath it. Within the first subset is machine learning; within that is deep learning, and then neural networks within that.
Machine learning is comprised of different types of machine learning models, using various algorithmic techniques. Depending upon the nature of the data and the desired outcome, one of four learning models can be used: supervised, unsupervised, semi-supervised, or reinforcement. Within each of those models, one or more algorithmic techniques may be applied - relative to the data sets in use and the intended results. Machine learning algorithms are basically designed to classify things, find patterns, predict outcomes, and make informed decisions. Algorithms can be used one at a time or combined to achieve the best possible accuracy when complex and more unpredictable data is involved.
Who this course is for:
Beginners In Machine Learning
Java Development Masterclass: Build 10 Modern App Projects
Java Development Masterclass: Build 10 Modern App Projects
New | Created by Engineering .Org.In | Last updated 10/2021
Duration: 18h 16m | 11 sections | 84 lectures | Video: 1280x720, 44 KHz | 7.89 GB
Genre: eLearning | Language: English + Sub
Java Web Application Programming Course, Learn To Build Projects Using JSP, JDBC, Servlets,Swing, Spring Boot, Hibernate
What you'll learn
Master design principles, best practices and coding conventions for writing well-designed, professional Java code
Get real-world experience by developing an Java based Web application using technologies like JSP, Servlets
Master Object-Oriented Programming concepts by using a real-world application as a case study
Learn Java Practically
Requirements
Knowledge Of JAVA
Description
Java is the solution to this incongruity. It's the realization of cross-platform code that works the same across any system you run it on. Java's approach to achieving this feat is counterintuitive at first. In a way, Java isn't compatible with anything but one computer. Stranger still, this computer doesn't actually exist. The computer that Java code targets is the Java Virtual Machine (JVM). This is a program written by Java's creators and distributed for practically any computing device you can think of. As long as you have it installed, any Java code you run is handled by this "imaginary" computer living inside your computer. Java code is executed by the JVM, which sends appropriate platform-specific instructions to your computer, so everything works the same on every OS and architecture.
Of course, the method used by Java isn't really the selling point here. Most users and many developers don't care how software compatibility is achieved, only that it happens. Many languages promise cross-platform functionality, and usually, that promise is ultimately true, but the journey isn't always easy. Programming languages must be compiled for their target platforms, scripting languages require platform-specific interpreters, and it's rare that either can ensure consistent access to low-level system resources. Cross-platform support is getting better and better, with libraries to help with translating paths and environment variables and settings, and some frameworks (notably Qt) do much to bridge the gap for peripheral access. But Java has it and delivers it consistently and reliably.
In This Course, We Are Going To Work On 10 Real World Projects Listed Below:
Project-1: Email Administration System - Java core
Learn the fundamentals of quantum physics and test your knowledge with 100+ practice problems
What you'll learn:
Gain an understanding of the fundamental concepts within quantum physics.
Develop the mathematical skills required to appreciate high-level physics.
Apply knowledge of quantum mechanics to predict and explain physical phenomena.
Be able to grasp famous quantum mechanical paradoxes such as Schrodinger's cat and tunnelling
Requirements
Only basic mathematical fluency required. All required methods are taught within the course.
Description
Introduction to Quantum Mechanics is an accessible and to-the-point journey through the most famous theory in science.
With 6.5 hours of video lectures, detailed typeset notes and a multitude of interesting problems with worked solutions, this course is for anyone interested in learning quantum physics and gaining fluency in the mathematics that holds the theory together. Concepts are introduced in a logical order at a tangible pace and are explained in detail within lectures and summarised within the notes.
Quantum Mechanics is the intellectual cornerstone of the 20th century.
After completing the course, you will have a detailed understanding of quantum physics. Quantum physics is a triumphant theory, first formulated in the 1920s, that explains the behaviour of nature at the smallest scales, including the interactions of sub-atomic particles, and paved the way for influential technologies such as the transistor and the LED display. The theory was the first indication that the macroscopic world we experience each day is inconceivably different from that of microscopic particles.
Material is presented in an intelligent manner to help advanced concepts appear straightforward.
The course material is equivalent to that taught within a first-year undergraduate physics course but is presented in a clear and cogent fashion to allow for easier digestion. Problems have been written to a similar level but adjusted to include only the mathematics taught within the course.
Who this course is for
This course is suitable for anyone interested in gaining an understanding of quantum physics, a theory that has had geniuses scratching their heads for almost 100 years, and for those who are interested in discovering how mathematics can be used to model nature.
Your Ethical Hacking Career Guide. Learn Ethical Hacking Penetration Testing (Pentest+) with Free Hacking Tools as Nmap
What you'll learn
Ethical hacking involves a hacker agreeing with an organization or individual who authorizes the hacker to levy cyber attacks on a system or network to expose potential vulnerabilities. An ethical hacker is also sometimes referred to as a white hat hacker. Many depend on ethical hackers to identify weaknesses in their networks, endpoints, devices, or applications. The hacker informs their client as to when they will be attacking the system, as well as the scope of the attack. An ethical hacker operates within the confines of their agreement with their client. They cannot work to discover vulnerabilities and then demand payment to fix them. This is what gray hat hackers do. Ethical hackers are also different from black hat hackers, who hack to harm others or benefit themselves without permission.
Ethical hacking is a good career because it is one of the best ways to test a network. An ethical hacker tries to locate vulnerabilities in the network by testing different hacking techniques on them. In many situations, a network seems impenetrable only because it hasn't succumbed to an attack in years. However, this could be because black hat hackers are using the wrong kinds of methods. An ethical hacker can show a company how they may be vulnerable by levying a new type of attack that no one has ever tried before. When they successfully penetrate the system, the organization can then set up defenses to protect against this kind of penetration. This unique security opportunity makes the skills of an ethical hacker desirable for organizations that want to ensure their systems are well-defended against cybercriminals.
In addition to proficiency in basic computer skills and use of the command line, ethical hackers must also develop technical skills related to programming, database management systems (DBMS), use of the Linux operating system (OS), cryptography, creation and management of web applications and computer networks like DHCP, NAT, and Subnetting. Becoming an ethical hacker involves learning at least one programming language and having a working knowledge of other common languages like Python, SQL, C++, and C. Ethical hackers must have strong problem-solving skills and the ability to think critically to come up with and test new solutions for securing systems. Ethical hackers should also understand how to use reverse engineering to uncover specifications and check a system for vulnerabilities by analyzing its code.
Many hackers use the Linux operating system (OS) because Linux is a free and open-source OS, meaning that anyone can modify it. It's easy to access and customize all parts of Linux, which allows a hacker more control over manipulating the OS. Linux also features a well-integrated command-line interface, giving users a more precise level of control than many other systems offer. While Linux is considered more secure than many other systems, some hackers can modify existing Linux security distributions to use them as hacking software. Most ethical hackers prefer Linux because it's considered more secure than other operating systems and does not generally require the use of third-party antivirus software. Ethical hackers must be well-versed in Linux to identify loopholes and combat malicious hackers, as it's one of the most popular systems for web servers.
Ethical hacking is legal because the hacker has full, expressed permission to test the vulnerabilities of a system. An ethical hacker operates within constraints stipulated by the person or organization for which they work, and this agreement makes for a legal arrangement. An ethical hacker is like someone who handles quality control for a car manufacturer. They may have to try to break certain components of the vehicle such as the windshield, suspension system, transmission, or engine to see where they are weak or how they can improve them. With ethical hacking, the hacker is trying to "break" the system to ascertain how it can be less vulnerable to cyberattacks. However, if an ethical hacker attacks an area of a network or computer without getting expressed permission from the owner, they could be considered a gray hat hacker, violating ethical hacking principles.
The different types of hackers include white hat hackers who are ethical hackers and are authorized to hack systems, black hat hackers who are cybercriminals, and grey hat hackers, who fall in-between and may not damage your system but hack for personal gain. There are also red hat hackers who attack black hat hackers directly. Some call new hackers green hat hackers. These people aspire to be full-blown, respected hackers. State-sponsored hackers work for countries and hacktivists and use hacking to support or promote a philosophy. Sometimes a hacker can act as a whistleblower, hacking their own organization in order to expose hidden practices. There are also script kiddies and blue hat hackers. A script kiddie tries to impress their friends by launching scripts and download tools to take down websites and networks. When a script kiddie gets angry at.
Whether you want to get your first job in IT security, become a white hat hacker, or prepare to check the security of your own home network, Udemy offers practical and accessible ethical hacking courses to help keep your networks safe from cybercriminals
Penetration testing skills make you a more marketable IT tech. Understanding how to exploit servers, networks, and applications means that you will also be able to better prevent malicious exploitation. From website and network hacking, to pen testing in Python and Metasploit, Udemy has a course for you.
Penetration testing, or pen testing, is the process of attacking an enterprise's network to find any vulnerabilities that could be present to be patched. Ethical hackers and security experts carry out these tests to find any weak spots in a system's security before hackers with malicious intent find them and exploit them. Someone who has no previous knowledge of the system's security usually performs these tests, making it easier to find vulnerabilities that the development team may have overlooked. You can perform penetration testing using manual or automated technologies to compromise servers, web applications, wireless networks, network devices, mobile devices, and other exposure points.
There are many types of penetration testing. Internal penetration testing tests an enterprise's internal network. This test can determine how much damage can be caused by an employee. An external penetration test targets a company's externally facing technology like their website or their network. Companies use these tests to determine how an anonymous hacker can attack a system. In a covert penetration test, also known as a double-blind penetration test, few people in the company will know that a pen test is occurring, including any security professional. This type of test will test not only systems but a company's response to an active attack. With a closed-box penetration test, a hacker may know nothing about the enterprise under attack other than its name. In an open-box test, the hacker will receive some information about a company's security to aid them in the attack.
Penetration tests have five different stages. The first stage defines the goals and scope of the test and the testing methods that will be used. Security experts will also gather intelligence on the company's system to better understand the target. The second stage of a pen test is scanning the target application or network to determine how they will respond to an attack. You can do this through a static analysis of application code and dynamic scans of running applications and networks. The third stage is the attack phase, when possible vulnerabilities discovered in the last stage are attacked with various hacking methods. In the fourth stage of a penetration test, the tester attempts to maintain access to the system to steal any sensitive data or damaging systems. The fifth and final stage of a pen test is the reporting phase, when testers compile the test results.
Setting Up The Laboratory
Install Kali Linux - a penetration testing operating system
Install Windows & vulnerable operating systems as virtual machines for testing
Discover vulnerable applications
Vulnerability scanning, Exploit, Post Exploit, Payload
Gain control over computer systems using server side attacks
Exploit vulnerabilities to gain control over systems
Gathering password hashes, cracking passwords, taking screenshots, logging keystrokes etc.
Using backdoors to persist on the victim machine
Information Gathering Over the Internet Tools
Web App Hacking Tools
Social Engineering Toolkit (SET) for Phishing
The very latest up-to-date information and methods
Requirements
A strong desire to understand hacker tools and techniques
Be able to download and install all the free software and tools needed to practice
All items referenced in this ethical hacking course are Free
A strong work ethic, willingness to learn and plenty of excitement about the back door of the digital world
Description
Welcome to my "Hands-on: Complete Penetration Testing and Ethical Hacking! " course.
My name is Muharrem Aydin (White-Hat Hacker), creator of the three best-selling Ethical Hacking and Penetration Testing courses on Udemy.
This time I've designed "Hands-on: Complete Penetration Testing and Ethical Hacking!, for YOU!
Whether you want to get your first job in IT security, become a white hat hacker, or prepare to check the security of your own home network, Udemy offers practical and accessible ethical hacking courses to help keep your networks safe from cybercriminals.
Penetration testing skills make you a more marketable IT tech. Understanding how to exploit servers, networks, and applications means that you will also be able to better prevent malicious exploitation. From website and network hacking, to pen testing in Python and Metasploit, Udemy has a course for you.
My "Hands-on: Complete Penetration Testing and Ethical Hacking! is for everyone! If you don't have any previous experience, not a problem! This course is expertly designed to teach everyone from complete beginners, right through to pro hackers. You'll go from beginner to extremely high-level and I will take you through each step with hands-on examples.
And if you are a pro Ethical Hacker, then take this course to quickly absorb the latest skills, while refreshing existing ones.
Good news is:
★★★★★ All applications and tools recommended are free. So you don't need to buy any tool or application.
My course, just as my other courses on Udemy, is focused on the practical side of penetration testing and ethical hacking but I also will share with you the theory side of each attack. Before jumping into Penetration Testing or other practices with Ethical Hacking tools you will first learn how to set up a lab and install needed software on your machine. In this course, you will have a chance keep yourself up-to-date and equip yourself with a range of Ethical Hacking skills.
When you finish this course you will learn the most effective steps to prevent attacks and detect adversaries with actionable techniques that you can directly apply when you get back to work. I am coming from field and I will be sharing my 20 years experience with all of you. So you will also learn tips and tricks from me so that you can win the battle against the wide range of cyber adversaries that want to harm your environment.
Our Student says that: This is the best tech-related course I've taken and I have taken quite a few. Having limited networking experience and absolutely no experience with hacking or ethical hacking, I've learned, practiced, and understood how to perform hacks in just a few days.
I was an absolute novice when it came to anything related to penetration testing and cybersecurity. After taking this course for over a month, I'm much more familiar and comfortable with the terms and techniques and plan to use them soon in bug bounties.
FAQ regarding Ethical Hacking on Udemy:
What is Ethical Hacking and what is it used for ?
Ethical hacking involves a hacker agreeing with an organization or individual who authorizes the hacker to levy cyber attacks on a system or network to expose potential vulnerabilities. An ethical hacker is also sometimes referred to as a white hat hacker. Many depend on ethical hackers to identify weaknesses in their networks, endpoints, devices, or applications. The hacker informs their client as to when they will be attacking the system, as well as the scope of the attack. An ethical hacker operates within the confines of their agreement with their client. They cannot work to discover vulnerabilities and then demand payment to fix them. This is what gray hat hackers do. Ethical hackers are also different from black hat hackers, who hack to harm others or benefit themselves without permission.
Is Ethical Hacking a good career?
Yes, ethical hacking is a good career because it is one of the best ways to test a network. An ethical hacker tries to locate vulnerabilities in the network by testing different hacking techniques on them. In many situations, a network seems impenetrable only because it hasn't succumbed to an attack in years. However, this could be because black hat hackers are using the wrong kinds of methods. An ethical hacker can show a company how they may be vulnerable by levying a new type of attack that no one has ever tried before. When they successfully penetrate the system, the organization can then set up defenses to protect against this kind of penetration. This unique security opportunity makes the skills of an ethical hacker desirable for organizations that want to ensure their systems are well-defended against cybercriminals.
What skills do Ethical Hackers need to know?
In addition to proficiency in basic computer skills and use of the command line, ethical hackers must also develop technical skills related to programming, database management systems (DBMS), use of the Linux operating system (OS), cryptography, creation and management of web applications and computer networks like DHCP, NAT, and Subnetting. Becoming an ethical hacker involves learning at least one programming language and having a working knowledge of other common languages like Python, SQL, C++, and C. Ethical hackers must have strong problem-solving skills and the ability to think critically to come up with and test new solutions for securing systems. Ethical hackers should also understand how to use reverse engineering to uncover specifications and check a system for vulnerabilities by analyzing its code.
Why do hackers use Linux?
Many hackers use the Linux operating system (OS) because Linux is a free and open-source OS, meaning that anyone can modify it. It's easy to access and customize all parts of Linux, which allows a hacker more control over manipulating the OS. Linux also features a well-integrated command-line interface, giving users a more precise level of control than many other systems offer. While Linux is considered more secure than many other systems, some hackers can modify existing Linux security distributions to use them as hacking software. Most ethical hackers prefer Linux because it's considered more secure than other operating systems and does not generally require the use of third-party antivirus software. Ethical hackers must be well-versed in Linux to identify loopholes and combat malicious hackers, as it's one of the most popular systems for web servers.
Is Ethical Hacking Legal?
Yes, ethical hacking is legal because the hacker has full, expressed permission to test the vulnerabilities of a system. An ethical hacker operates within constraints stipulated by the person or organization for which they work, and this agreement makes for a legal arrangement. An ethical hacker is like someone who handles quality control for a car manufacturer. They may have to try to break certain components of the vehicle such as the windshield, suspension system, transmission, or engine to see where they are weak or how they can improve them. With ethical hacking, the hacker is trying to "break" the system to ascertain how it can be less vulnerable to cyberattacks. However, if an ethical hacker attacks an area of a network or computer without getting expressed permission from the owner, they could be considered a gray hat hacker, violating ethical hacking principles.
What is the Certified Ethical Hacker ( CEH ) Certification Exam?
The Certified Ethical Hacker (CEH) certification exam supports and tests the knowledge of auditors, security officers, site administrators, security professionals, and anyone else who wants to ensure a network is safe against cybercriminals. With the CEH credential, you can design and govern the minimum standards necessary for credentialing information that security professionals need to engage in ethical hacking. You can also make it known to the public if someone who has earned their CEH credentials has met or exceeded the minimum standards. You are also empowered to reinforce the usefulness and self-regulated nature of ethical hacking. The CEH exam doesn't cater to specific security hardware or software vendors, such as Fortinet, Avira, Kaspersky, Cisco, or others, making it a vendor-neutral program.
What is the Certified Information Security Manager ( CISM ) exam?
Passing the Certified Information Security Manager (CISM) exam indicates that the credentialed individual is an expert in the governance of information security, developing security programs and managing them, as well as managing incidents and risk. For someone to be considered "certified," they must have passed the exam within the last five years, as well as work full-time in a related career, such as information security and IT administration. The exam tests individuals' knowledge regarding the risks facing different systems, how to develop programs to assess and mitigate these risks, and how to ensure an organization's information systems conform to internal and regulatory policies. The exam also assesses how a person can use tools to help an organization recover from a successful attack.
What are the different types of hackers?
The different types of hackers include white hat hackers who are ethical hackers and are authorized to hack systems, black hat hackers who are cybercriminals, and grey hat hackers, who fall in-between and may not damage your system but hack for personal gain. There are also red hat hackers who attack black hat hackers directly. Some call new hackers green hat hackers. These people aspire to be full-blown, respected hackers. State-sponsored hackers work for countries and hacktivists and use hacking to support or promote a philosophy. Sometimes a hacker can act as a whistleblower, hacking their own organization in order to expose hidden practices. There are also script kiddies and blue hat hackers. A script kiddie tries to impress their friends by launching scripts and download tools to take down websites and networks. When a script kiddie gets angry at.
FAQ regarding Penetration Testing on Udemy:
What is penetration testing?
Penetration testing, or pen testing, is the process of attacking an enterprise's network to find any vulnerabilities that could be present to be patched. Ethical hackers and security experts carry out these tests to find any weak spots in a system's security before hackers with malicious intent find them and exploit them. Someone who has no previous knowledge of the system's security usually performs these tests, making it easier to find vulnerabilities that the development team may have overlooked. You can perform penetration testing using manual or automated technologies to compromise servers, web applications, wireless networks, network devices, mobile devices, and other exposure points.
What are the different types of penetration testing?
There are many types of penetration testing. Internal penetration testing tests an enterprise's internal network. This test can determine how much damage can be caused by an employee. An external penetration test targets a company's externally facing technology like their website or their network. Companies use these tests to determine how an anonymous hacker can attack a system. In a covert penetration test, also known as a double-blind penetration test, few people in the company will know that a pen test is occurring, including any security professional. This type of test will test not only systems but a company's response to an active attack. With a closed-box penetration test, a hacker may know nothing about the enterprise under attack other than its name. In an open-box test, the hacker will receive some information about a company's security to aid them in the attack.
What are the different stages of penetration testing?
Penetration tests have five different stages. The first stage defines the goals and scope of the test and the testing methods that will be used. Security experts will also gather intelligence on the company's system to better understand the target. The second stage of a pen test is scanning the target application or network to determine how they will respond to an attack. You can do this through a static analysis of application code and dynamic scans of running applications and networks. The third stage is the attack phase, when possible vulnerabilities discovered in the last stage are attacked with various hacking methods. In the fourth stage of a penetration test, the tester attempts to maintain access to the system to steal any sensitive data or damaging systems. The fifth and final stage of a pen test is the reporting phase, when testers compile the test results.
Here is the list of what you'll learn by the end of course,
Setting Up The Laboratory
Set Up Kali Linux from VM
Set Up Kali Linux from ISO File
Set Up a Victim: Metasploitable Linux
Set Up a Victim: OWASP Broken Web Applications
Set Up a Victim: Windows System
Penetration Test
Penetration Test Types
Security Audit
Vulnerability Scan
Penetration Test Approaches: Black Box to White Box
Penetration Test Phases: Reconnaissance to Reporting
Legal Issues Testing Standards
Network Scan
Network Scan Types
Passive Scan With Wireshark
Passive Scan with ARP Tables
Active Scan with Hping
Hping for Another Purpose: DDos
Nmap for Active Network Scan
Ping Scan to Enumerate Network Hosts
Port Scan with Nmap
SYN Scan, TCP Scan, UDP Scan
Version & Operating System Detection
Input & Output Management in Nmap
Nmap Scripting Engine
How to Bypass Security Measures in Nmap Scans
Some Other Types of Scans: XMAS, ACK, etc.
Idle (Stealth) Scan
Vulnerability Scan
Introduction to Vulnerability Scan
Introduction to a Vulnerability Scanner: Nessus
Nessus: Download, Install & Setup
Nessus: Creating a Custom Policy
Nessus: First Scan
An Aggressive Scan
Nessus: Report Function
Exploitation
Exploitation Terminologies
Exploit Databases
Manual Exploitation
Exploitation Frameworks
Metasploit Framework (MSF)
Introduction to MSF Console
MSF Console & How to Run an Exploit
Introduction to Meterpreter
Gaining a Meterpreter Session
Meterpreter Basics
Pass the Hash: Hack Even There is No Vulnerability
Post-Exploitation
Persistence: What is it?
Persistence Module of Meterpreter
Removing a Persistence Backdoor
Next Generation Persistence
Meterpreter for Post-Exploitation with Extensions: Core, Stdapi, Mimikatz...
Post Modules of Metasploit Framework (MSF)
Collecting Sensitive Data in Post-Exploitation Phase
Password Cracking
Password Hashes of Windows Systems
Password Hashes of Linux Systems
Classification of Password Cracking
Password Cracking Tools in Action: Hydra, Cain and Abel, John the Ripper...
OSINT (Open Source Intelligent) & Information Gathering Over the Internet
Introduction to Information Gathering
Using Search Engines to Gather Information
Search Engine Tools: SiteDigger and SearchDiggity
Shodan
Gathering Information About the People
Web Archives
FOCA - Fingerprinting Organisations with Collected Archives
Fingerprinting Tools: The Harvester and Recon-NG
Maltego - Visual Link Analysis Tool
Hacking Web Applications
Terms and Standards
Intercepting HTTP & HTTPS Traffics with Burp Suite
An Automated Tool: Zed Attack Proxy (ZAP) in Details
Information Gathering and Configuration Flaws
Input & Output Manipulation
Cross Site Scripting (XSS)
Reflected XSS, Stored XSS and DOM-Based XSS
BeEF - The Browser Exploitation Framework
SQL Injection
Authentication Flaws
Online Password Cracking
Authorisation Flaws
Path Traversal Attack
Session Management
Session Fixation Attack
Cross-Site Request Forgery (CSRF)
Social Engineering & Phishing Attacks
Social Engineering Terminologies
Creating Malware - Terminologies
MSF Venom
Veil to Create Custom Payloads
TheFatRat - Installation and Creating a Custom Malware
Embedding Malware in PDF Files
Embedding Malware in Word Documents
Embedding Malware in Firefox Add-ons
Empire Project in Action
Exploiting Java Vulnerabilities
Social Engineering Toolkit (SET) for Phishing
Sending Fake Emails for Phishing
Voice Phishing: Vishing
Network Fundamentals
Reference Models: OSI vs. TCP/IP
Demonstration of OSI Layers Using Wireshark
Data Link Layer (Layer 2) Standards & Protocols
Layer 2: Ethernet - Principles, Frames & Headers
Layer 2: ARP - Address Resolution Protocol
Layer 2: VLANs (Virtual Local Area Networks)
Layer 2: WLANs (Wireless Local Area Networks)
Introduction to Network Layer (Layer 3)
Layer 3: IP (Internet Protocol)
Layer 3: IPv4 Addressing System
Layer 3: IPv4 Subnetting
Layer 3: Private Networks
Layer 3: NAT (Network Address Translation)
Layer 3: IPv6
Layer 3: DHCP - How the Mechanism Works
Layer 3: ICMP (Internet Control Message Protocol)
Layer 3: Traceroute
Introduction to Transport Layer (Layer 4)
Layer 4: TCP (Transmission Control Protocol)
Layer 4: UDP (User Datagram Protocol)
Introduction to Application Layer (Layer 5 to 7)
Layer 7: DNS (Domain Name System)
Layer 7: HTTP (Hyper Text Transfer Protocol)
Layer 7: HTTPS
Network Layer & Layer-2 Attacks
Creating Network with GNS3
Network Sniffing: The "Man in the Middle" (MitM)
Network Sniffing: TCPDump
Network Sniffing: Wireshark
Active Network Devices: Router, Switch, Hub
MAC Flood Using Macof
ARP Spoof
ARP Cache Poisoning using Ettercap
DHCP Starvation & DHCP Spoofing
VLAN Hopping: Switch Spoofing, Double Tagging
Reconnaissance on Network Devices
Cracking the Passwords of the Services of Network Devices
Compromising SNMP: Finding Community Names Using NMAP Scripts
Compromising SNMP: Write Access Check Using SNMP-Check Tool
Compromising SNMP: Grabbing SNMP Configuration Using Metasploit
Weaknesses of the Network Devices
Password Creation Methods of Cisco Routers
Identity Management in the Network Devices
ACLs (Access Control Lists) in Cisco Switches & Routers
SNMP (Simple Network Management Protocol) Security
Network Hacking
Network Security
ethical
Ethical Intelligence
nmap nessus
nmap course
nmap metaspolit
Complete nmap
Kali linux nmap
ethical hacking
penetration testing
bug bounty
hack
cyber security
kali linux
android hacking
network security
hacking
security
security testing
nmap
metasploit
metasploit framework
penetration testing
oscp
security testing
windows hacking
exploit
bug bounty
bug bounty hunting
website hacking
web hacking
pentest+
pentest plus
OSINT (Open Source Intelligent )
social engineering
phishing
social engineering tool kit
You'll also get:
Lifetime Access to The Course
Fast & Friendly Support in the Q&A section
Udemy Certificate of Completion Ready for Download
Enroll now to become professional Ethical Hacker!
IMPORTANT: This course is created for educational purposes and all the information learned should be used when the attacker is authorised.
Who this course is for:
People who want to start from scratch and to move more advanced level
Leaders of incident handling teams
People who want to take their Hacking skills to the next level
People who are cyber security experts
People who want transition to Cyber Security
Incident handlers
System administrators who are on the front lines defending their systems and responding to attacks
Other security personnel who are first responders when systems come under attack
English Expression: Learn 200 Most Common Idioms in 6 stages
English Expression: Learn 200 Most Common Idioms in 6 stages
New | Created by Mister Rabiey | Last updated 10/2021
Duration: 8h 14m | 22 sections | 123 lectures | Video: 1280x720, 44 KHz | 7.878 GB
Genre: eLearning | Language: English + Sub
Top English Idioms and phrases that Will Make You Sound Like a Native
What you'll learn
You will learn and remember idioms through 5 great stages
Use idioms , phrases and expressions just like a native!
improve understanding of American and British TV shows and movies
Communicate more effectively with native speakers
To understand English culture better Requirements
Pre-intermediate English level and higher
You need to be ready to enjoy learning English!
Description
One way to improve your proficiency is to focus on idioms - phrases and expressions that all native speakers use but that are difficult for non-native speakers to understand. this course focuses only on essential idioms that can be used in a variety of day-to-day situations. A series of fun, informative, and detailed video lectures provide clear explanations, numerous example sentences
This is a comprehensive and Great course for all of those students who want to upgrade their english skills .We have tried to choose and pick up the most useful and common idioms and expressions
You will learn these 200 idioms and expressions through 6 great stages
1. Master 10 common idioms
2. Review expressions in short films and movies
3. Speaking Practice stage
4. Check your Understanding
5. Listening Practice Stage
6. Quiz and Question
Following these 6 stages will definitely guarantee your success
This course is extremely detailed, so you can fully master the target English.
If you want to speak English more clearly, if you want to sound more native-like, or if you simply want to take your English to a higher level, this course can help you achieve your goal of taking your English to the next level.
This course is also perfect for anyone taking an IELTS test, TOEFL test or TOEIC test.
Who this course is for:
Those students who want to improve their Conversation skills
People who want to understand English culture better
People who are preparing for IELTS or TOEFL
This course is for those students who already speak some English but who want to understand English better and speak more like a native
Docker Mastery: with Kubernetes +Swarm from a Docker Captain
Docker Mastery: with Kubernetes +Swarm from a Docker Captain
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English + srt | Duration: 179 lectures (19h 36m) | Size: 9.6 GB
Build, test, deploy containers with the best mega-course on Docker, Kubernetes, Compose, Swarm and Registry using DevOps
What you'll learn:
How to use Docker, Compose and Kubernetes on your machine for better software building and testing.
Learn Docker and Kubernetes official tools from an award-winning Docker Captain!
Learn faster with included live chat group (40,000 members!) and weekly live Q&A.
Gain the skills to build development environments with your code running in containers.
Build Swarm and Kubernetes clusters for server deployments!
Hand's-on with best practices for making Dockerfiles and Compose files like a Pro!
Build and publish your own custom images.
Create your own custom image registry to store your apps and deploy in corporate environments.
Requirements
No paid software required - Just install your favorite text editor and browser!
Local admin access to install Docker for Mac/Windows/Linux.
Understand terminal or command prompt basics.
Linux basics like shells, SSH, and package managers. (tips included to help newcomers!)
Know the basics of creating a server in the cloud (on any provider). (tips included to help newcomers!)
Understand the basics of web and database servers. (how they typically communicate, IP's, ports, etc.)
Have a GitHub and Docker Hub account.
Description
2021 Update: Ready for Apple Silicon (M1 arm64) and Raspberry Pi's!
Be ready for the Dockerized future with the number ONE Docker + Kubernetes mega-course on Udemy. Welcome to the most complete and up-to-date course for learning and using containers end-to-end, from development and testing, to server deployments and production. Taught by an award-winning Docker Captain and DevOps consultant.
Just starting out with Docker? Perfect. This course starts out assuming you're new to containers.
Or: Using Docker now and need to deal with real-world problems? I'm here for you! See my production topics around Swarm, Kubernetes, secrets, logging, rolling upgrades, and more.
BONUS: This course comes with Slack Chat and Live Weekly Q&A with me!
"I've followed another course on (Udemy). This one is a million times more in depth." "...when it comes to all the docker stuff, this is the course you're gonna want to take" - Student Udemy Review
Why should you learn from me? Why trust me to teach you the best ways to use Docker? (Hi, I'm Bret, please allow me to talk about myself for a sec):
I'm A Practitioner. Welcome to the real world: I've got 20 years of sysadmin and developer experience, over 30 certifications, and have been using Docker and the container ecosystem for my consulting clients and my own companies since Docker's early days. Learn from someone who's run hundreds of containers across dozens of projects and organizations.
I'm An Educator. Learn from someone who knows how to make a syllabus: I want to help you. People say I'm good at it. For the last few years, I've trained thousands of people on using Docker in workshops, conferences, and meetups. See me teach at events like DockerCon, O'Reilly Velocity, GOTO Conf, and Linux Open Source Summit. I hope you'll decide to learn with me, and join the fantastic online Docker community.
I Lead Communities. Also, I'm a Docker Captain, meaning that Docker Inc. thinks I know a thing or two about Docker and that I do well in sharing it with others. In the real-world: I help run two local meetups in our fabulous tech community in Norfolk/Virginia Beach USA. I help online: usually in Slack and Twitter, where I learn from and help others.
"Because of the Docker Mastery course, I landed my first DevOps job. Thank you Captain!" - Student Ronald Alonzo
"There are a lot of Docker courses on Udemy -- but ignore those, Bret is the single most qualified person to teach you." - Kevin Griffin, Microsoft MVP
Giving Back: a portion of my profit on this course will be donated to supporting open source and protecting our freedoms online! This course is only made possible by the amazing people creating open source. I'm standing on the shoulders of (open source) giants! Donations will be split between my favorite charities including the Electronic Frontier Foundation and Free Software Foundation. Look them up. They're awesome!
This is a living course and will be updated as Docker and Kubernetes features change.
This course is designed to be fast at getting you started but also get you deep into the "why" of things. Simply the fastest and best way to learn the latest container skills. Look at the scope of topics in the Session and see the breadth of skills you will learn.
Also included is a private Slack Chat group with 20k students for getting help with this course and continuing your Docker and DevOps learning with help from myself and other students.
"Bret's course is a level above all of those resources, and if you're struggling to get a handle on Docker, this is the resource you need to invest in." - Austin Tindle, Course Student
Some of the many cool things you'll do in this course:
Edit web code on your machine while it's served up in a container
Lock down your apps in private networks that only expose necessary ports
Create a 3-node Swarm cluster in the cloud
Install Kubernetes and learn the leading server cluster tools
Use Virtual IP's for built-in load balancing in your cluster
Optimize your Dockerfiles for faster building and tiny deploys
Build/Publish your own custom application images
Learn the differences between Kubernetes and Swarm
Create your own image registry
Use Swarm Secrets to encrypt your environment configs, even on disk
Deploy container updates in a rolling always-up design
Create the config utopia of a single set of YAML files for local dev, CI testing, and prod cluster deploys
And so much more...
After taking this course, you'll be able to:
Use Docker in your daily developer and/or sysadmin roles
Deploy apps to Kubernetes
Make Dockerfiles and Compose files
Build multi-node Swarm clusters and deploying H/A containers
Make Kubernetes YAML manifests and deploy using infrastructure-as-code methods
Build a workflow of using Docker in dev, then test/CI, then production with YAML
Protect your keys, TLS certificates, and passwords with encrypted secrets
Keep your Dockerfiles and images small, efficient, and fast
Run apps in Docker, Swarm, and Kubernetes and understand the pros/cons of each
Develop locally while your code runs in a container
Protect important persistent data in volumes and bind mounts
Lead your team into the future with the latest Docker container skills!
Extra things that come with this course:
Access to the course Slack team, for getting help/advice from me and other students.
Bonus videos I put elsewhere like YouTube, linked to from this course's resources.
Weekly Live Q&A on YouTube Live.
Tons of reference links to supplement this content.
Updates to content as Docker changes their features on these topics.
Who this course is for
Software developers, sysadmins, IT pros, and operators at any skill level.
Anyone who makes, deploys, or operates software on servers.
Digital Forensics Masterclass - Learn digital forensics A-Z
Digital Forensics Masterclass - Learn digital forensics A-Z
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English | Size: 7.82 GB | Duration: 11h 18m
Learn digital forensics and be professional digital forensics investigator. Learn computer forensics and investigate NEW
What you'll learn
Digital Forensics Fundamentals
Creating Digital Forensics Lab
Investigate Volatile and Non-Volatile Memory
Data Acquisition
Linux
Cyber Security
TCP/IP
Digital forensics LAW
Networking
Malware Analysis
Evidence Analysis
Debugging
Mobile Forensics
Web Browser Forensics
and other awesome topics -> Requirements
No requirements or experience needed
Description
Digital forensics is a branch of forensic science encompassing the recovery, investigation, examination and analysis of material found in digital devices, often in relation to mobile devices and computer crime. The term digital forensics was originally used as a synonym for computer forensics but has expanded to cover investigation of all devices capable of storing digital data. With roots in the personal computing revolution of the late 1970s and early 1980s, the discipline evolved in a haphazard manner during the 1990s, and it was not until the early 21st century that national policies emerged.
Digital forensics investigations have a variety of applications. The most common is to support or refute a hypothesis before criminal or civil courts. Criminal cases involve the alleged breaking of laws that are defined by legislation and that are enforced by the police and prosecuted by the state, such as theft and assault against the person. Civil cases on the other hand deal with protecting the rights and property of individuals (often associated with family disputes) but may also be concerned with contractual disputes between commercial entities where a form of digital forensics referred to as electronic discovery (ediscovery) may be involved
During the 1980s very few specialized digital forensic tools existed, and consequently investigators often performed live analysis on media, examining computers from within the operating system using existing sysadmin tools to extract evidence. This practice carried the risk of modifying data on the disk, either inadvertently or otherwise, which led to claims of evidence tampering. A number of tools were created during the early 1990s to address the problem.
Digital forensics is commonly used in both criminal law and private investigation. Traditionally it has been associated with criminal law, where evidence is collected to support or oppose a hypothesis before the courts. As with other areas of forensics this is often a part of a wider investigation spanning a number of disciplines. In some cases, the collected evidence is used as a form of intelligence gathering, used for other purposes than court proceedings (for example to locate, identify or halt other crimes). As a result, intelligence gathering is sometimes held to a less strict forensic standard.
Who this course is for:
Beginner Digital Forensics Investigators
Deep Learning for Computer Vision with TensorFlow 2 (Updated 10/2021)
Deep Learning for Computer Vision with TensorFlow 2 (Updated 10/2021)
Genre: eLearning | MP4 | Video: h264, 1280x720 | Audio: AAC, 48.0 KHz
Language: English | Size: 7.28 GB | Duration: 11h 4m
ConvNets, ResNet, Inception, Faster R-CNN, SSD, TensorFlow Object Detection, YOLOv4. Train your own data.
What you'll learn
Learn about the state of the art models in object detection and image classification models.
You will learn the theory behind different algorithms in computer vision in a concise way.
You will be able to deploy your own applications in Computer Vision
How to collect image data from different resources
Description
This course is focused in the application of Deep Learning for image classification and object detection. This course originally was designed in TensorFlow version 1.X but now all codes were updated with TensorFlow version 2.X, mainly by the use of Google Colaboratory(Colab).
If you dont have an available GPU in your local system or you want to experiment in an environment without any previous installation or setup, dont worry you can follow the course smootly because all codes were optimized in Google Colab.
The course starts with a concise review of the main concepts in Deep Learning, because this course focused in the application of Deep Learning in the computer vision field.
The main computer vision tasks covered in this course are image classification and object detection.
After reviewing the deep learning theory you will enter in the study of Convolutional Neural Networks (ConvNets) for image classification studying the following concepts and algorithms:
- Image Fundamentals
- Loading images in TensorFlow
- The building blocks of ConvNets such as:
Convolution Operation,
Filters,
Batch Normalization,
ReLU Function,
DropOut,
Pooling Layers,
Dilation,
Shared Weights,
Image Augmentation, etc
- Different ConvNets architectures such as:
LeNet5,
AlexNet,
VGG-16,
ResNet
Inception.
- Many practical applications using famous datasets such as:
Covid19 on X-Ray images,
CIFAR10,
BCCD,
COCO dataset,
Open Images Dataset V6 through Voxel FiftyOne,
ROBOFLOW,
You will also learn how to work and collect image data through web scraping with
Python and Selenium.
Finally in the Object Detection chapter we will explore the theory and the application using Transfer Learning approach using the lastest state of the art algorithms with practical applications. Some of the content in this Chapter is the following:
- Theoretical background for Selective Search algorith,
- Theoretical background for R-CNN, Fast R-CNN and Faster R-CNN,
- Faster R-CNN application on BCCD dataset for detecting blood cells,
- Theoretical background for Single Shot Detector (SSD),
- Training your customs datasets using different models with TensorFlow Object Detection API
- Object Detection on images, videos and livestreaming,
- YOLOv2 theory and practical application in a custom dataset (R2D2 dataset)
- YOLOv3 practical application in a custom dataset (R2D2 and C3PO dataset)
- YOLOv4 theory and practical application in a custom dataset (R2D2 and C3PO dataset)
Finally you will learn how to construct and train your own dataset through GPU computing running Yolo v2, Yolo v3 and the latest Yolo v4 using Google Colab.
You will find in this course a consice review of the theory with intuitive concepts of the algorithms, and you will be able to put in practice your knowledge with many practical examples using your own datasets.
This course is very well qualified by the students, some of the inspiring comments are:
* Stefan Lankester (5 stars): Thanks Carlos for this valuable training. Good explanation with broad treatment of the subject object recognition in images and video. Showing interesting examples and references to the needed resources. Good explanation about which versions of different python packages should be used for successful results.
* Shihab (5 stars): It was a really amazing course. Must recommend for everyone.
* Estanislau de Sena Filho (5 stars): Excellent course. Excellent explanation. It's the best machine learning course for computer vision. I recommend it
* Areej AI Medinah (5 stars): The course is really good for computer vision. It consists of all material required to put computer vision projects in practice. After building a great understanding through theory, it also gives hands-on experience.
* Dave Roberto (5 stars): The course is completely worth it. The teacher clearly conveys the concepts and it is clear that he understands them very well (there is not the same feeling with other courses). The schemes he uses are not the usual ones you can see in other courses, but they really help much better to illustrate and understand. I would give eight stars to the course, but the maximum is five. It's one of the few Udemy courses that has left me really satisfied.
The student has the opportunity to get a feedback from the instructor through Q&A forums, by email: [Only registered and activated users can see links. ] or by Twitter: @AILearningCQ
Who this course is for:
Professionals who wants to learn advanced applications on Computer Vision using deep learning concepts.
It's an intermediate level course not intended for begineers.
Dive into the world of designing in Catia V5 using Part Design, GSD, Assembly Design and Drafting Workbench's.
What you'll learn
Catia V5, General lay out and tools
Sketcher Workbench
Part Design Workbench
Generative Shape Design Workbench
Assembly Design Workbench
Drafting Workbench
An understanding of 3D modeling in CATIA V5
Description
Introduction
Catia V5 is a multi-platform software suite for computer-aided design (CAD), computer-aided manufacturing (CAM), computer-aided engineering (CAE), PLM and 3D, developed by the French company Dassault Systems.
CATIA is used by many of the top companies with in the aerospace industry such as Airbus, Boeing, Bombardier, BAE systems it is also widely used in the automotive industry with companies such as BMW, Porsche, McLaren Automotive, Chrysler and Honda using the software.
CATIA V5 is also used in the Shipbuilding, Industrial equipment, High tech, Energy, process and utilities and in Architecture.
Adding CATIA V5 to your skill set can create a lot of job opportunities and this is the course to help you achieve that.
Description
In this course we will be looking at the industrial design aspect of the software, based around the 25 years experience in the aerospace industry.
The course is divided in to easy to complete sections with plenty of tutorials for the student to complete.
Included with the course:-
Presentations of each lesson.
PDF's of required drawings.
Practice and example models.
Student Facebook page.
What You Will Learn
The basics of the CATIA V5 User interface with basic workbench information.
Creating and opening parts.
Part Design Workbench.
Generative Shape Workbench.
Assembly Design Workbench.
Drafting Workbench.
2D and 3D modeling skills.
Interrogating your model.
Adding Materials.
Why this Course
The CATIA V5 for Designers course will take the student from beginner to advanced user.
The CATIA V5 for designers is a step by step instructional system with tutorials and quiz's to help lock the learning in place as the course is followed.
The lessons are short and to the point and can be followed on the supplied hand out or using your own CATIA machine.
By the end of this course the student will be able to access Catia and feel comfortable with the lay out and location of menus windows and workbenches, and be comfortable sitting down and starting a model from scratch, be it modeling a existing drawing or modeling 3D
The students will be able to create and change existing models using the
Who this course is for:
Beginner CATIA Users and CATIA Users who are looking to improve.
Build 25 Real World Data Science & Machine Learning Projects
Build 25 Real World Data Science & Machine Learning Projects
New | Created by TheMachineLearning.Org | Last updated 10/2021
Duration: 16h 0m | 26 sections | 143 lectures | Video: 1280x720, 44 KHz | 8.678 GB
Genre: eLearning | Language: English + Sub
Practical Data Science Course: Learn To Build Machine Learning, Data Science Projects & Case Studies With Python
Requirements
Knowledge Of Data Science
Description
Machine learning has inserted itself into the fiber of our everyday lives - even without us noticing. Machine learning algorithms have been powering the world around us, and this includes product recommendations at Walmart, fraud detection at various top-notch financial institutions, surge pricing at Uber, as well as content used by LinkedIn, Facebook, Instagram, and Twitter on users' feeds, and these are just a few examples, grounded directly in the daily lives we live.
This being said, it goes without saying that the future is already here - and machine learning plays a significant role in the way our contemporary imagination visualises it. Mark Cuban, for instance, has said: "Artificial Intelligence, deep learning, machine learning - whatever you're doing if you don't understand it - learn it. Because otherwise you're going to be a dinosaur within 3 years."
Machine learning makes a mockery of anything that can be called "important" - both at a financial as well as a global scale. If you are looking to take your career to another level, Machine Learning can do that for you. If you are looking to involve yourself in something that will make you part of something that is global as well as contemporary relevance, Machine Learning can do that for you as well.
Machine learning covers significant ground in various verticals - including image recognition, medicine, cyber security, facial recognition, and more. As an increasing amount of businesses are realising that business intelligence is profoundly impacted by machine learning, and thus are choosing to invest in it.
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