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Thread: Video Tutorials Collection

  1. #1221
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    Data Analytics in Excel



    Data Analytics in Excel
    Duration: 14h 56m | Video: .MP4 1356x720, 30 fps(r) | Audio: AAC, 44100 Hz, 2ch | Size: 8.92 GB
    Genre: eLearning | Language: English

    A complete data analysis course using the tools you already have.



    What you'll learn
    Data Analytics
    Data Visualization
    Hypothesis Testing
    Statistics
    Forecasting
    Excel
    Regression
    Monte Carlo Simulation
    Linear Programming

    Requirements
    Basic Math


    Description
    Do you think you need to learn new software to perform data analysis, statistics, simulations? You don't! Everything you need to get started in the world of data analytics is already on your computer in the wonderful application called Excel.

    This course will first acquaint you with the Excel environment including how to use simple and complex functions, hot-key shortcuts and navigation tips to make sure you work efficiently and effectively. From there, I lead you in lectures and practice exercises on the fundamental topics of data analytics.

    Data Visualizations - Visualizing data is an important part in analyzing data as well as presenting and explaining what it means. Lectures in this course Included how to craft and use bar charts, line charts, radial charts, histograms, box and whisker charts, pie charts, conditional formatting and Sparklines.

    Pivot Tables - Pivot Tables are very powerful, simple to use tools built into excel. The lectures will include how to structure data to get the most out of pivot tables, and then a few use cases including root cause analysis, comparative analysis, along with other visualization tools specific to pivot tables.

    Statistics - The Statistics module is by far the most densely packed module in this course. As a statistician by training, I present a deep dive into the data behind the statistics and how to use different statistical tests based on different circumstances. The module is filled with different lectures and exercises involving ANOVA tests, T Tests, Chi-Squared Tests, Tests for Normality, Regression Analysis and more.

    Forecasting - Organizations have to be able to anticipate the future. The forecasting tools presented in this course help us accomplish this feat. Forecasting is presented in two different ways - Factor forecasting and Time Series forecasting. For each approach to forecasting, many tools and techniques are introduced and reviewed including Regression analysis, Monte Carlo Simulation, Simple Moving Averages, and Auto-Regressive techniques.

    Excel Tools - Excel has a lot of useful tools that don't quite fit neatly into any of the other modules. The last module of this course explores the use cases of using these tools. In particular, several archetypal problems are introduced and solved using the miscellaneous data analysis tools found in excel, including Excel Solver.


    Who this course is for:
    Operations managers
    Quality professionals
    Industrial Engineers
    Data Analysts

    Homepage
    Code:
    https://www.udemy.com/course/data-analytics-in-excel/


    Code:
    https://nitro.download/view/155DB736B99770F/Data_Analytics_in_Excel.part01.rar
    https://nitro.download/view/BE73845925AFAAB/Data_Analytics_in_Excel.part02.rar
    https://nitro.download/view/1F104953F3F14E5/Data_Analytics_in_Excel.part03.rar
    https://nitro.download/view/87CC6CF62D6174C/Data_Analytics_in_Excel.part04.rar
    https://nitro.download/view/E081D889CFA340F/Data_Analytics_in_Excel.part05.rar
    https://nitro.download/view/31F517DFA2E0A01/Data_Analytics_in_Excel.part06.rar
    https://nitro.download/view/72BCAD0B5FFA9A4/Data_Analytics_in_Excel.part07.rar
    https://nitro.download/view/0AAADAF74F946DB/Data_Analytics_in_Excel.part08.rar
    https://nitro.download/view/A8214E1B97DE420/Data_Analytics_in_Excel.part09.rar
    Code:
    https://rapidgator.net/file/bf93825d2f0648fa4c16974bef7c1a6a/Data_Analytics_in_Excel.part01.rar.html
    https://rapidgator.net/file/df270a47c6387d0252e448bbb23f7457/Data_Analytics_in_Excel.part02.rar.html
    https://rapidgator.net/file/b5901941eb4a1fde5ea1aeb674b6676f/Data_Analytics_in_Excel.part03.rar.html
    https://rapidgator.net/file/15737c68be107562dc9fee75525df405/Data_Analytics_in_Excel.part04.rar.html
    https://rapidgator.net/file/e4a644c106d6c9a2468334480933c98f/Data_Analytics_in_Excel.part05.rar.html
    https://rapidgator.net/file/8f4464ce65f75bfdce10e243f5f668e9/Data_Analytics_in_Excel.part06.rar.html
    https://rapidgator.net/file/7173037c1624b5e0722ba38d79c90798/Data_Analytics_in_Excel.part07.rar.html
    https://rapidgator.net/file/8e05f7b1558161bfc6377836907650ca/Data_Analytics_in_Excel.part08.rar.html
    https://rapidgator.net/file/a02fe439d5611f3722e7702351c83e79/Data_Analytics_in_Excel.part09.rar.html

  2. #1222
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    Cryptocurrency From Beginner to Advanced (NFTs,ETFs,& DEFI)



    Cryptocurrency From Beginner to Advanced (NFTs,ETFs,& DEFI)
    MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
    Genre: eLearning | Language: English + srt | Duration: 49 lectures (6h 20m) | Size: 6.8 GB

    Hands on Guide for Beginners to Purchase Bitcoin, Altcoins, ETF's, DEFI and how to create Non Fungible Tokens (NFT's)

    What you'll learn:
    How to actually purchase Cryptocurrencies (Bitcoin, Dogecoin, Ethereum, Cardano)
    How to Actually purchase the First Bitcoin ETF and an Ethereum ETF
    Understand the basics of cryptocurrency
    How to Create and Mint your Non Fungible Tokens
    Enter the world of DEFI Decentralized Finance

    Requirements
    Will help to download and sign up for the crypto app (see our resource downloads lesson)
    For Canadians it may help to download the Wealth Simple App
    For NFT's you will need an Ethereum Wallet. The course uses Fortmatic. You can start at Opensea


    Description
    This is a HANDS ON practical course for beginner investors that want to start learning and purchasing Bitcoin ETF's and Cryptocurrencies like Bitcoin, Ethereum, Dogecoin, and Cardano. To be clear we will be heavy on practical Tutorials and NOT Theory and History. We're going to provide you practical instruction so you learn everything you need to know to get started and move onto advanced applications using cryptocurrency like creating Non Fungible tokens and doing Yield Farming DEFI (Decentralized Finance)

    What apps and platforms to use

    How to Fund your Account

    How to purchase these funds

    How to exchange one cryptocurrency to another form

    How to get the Crypto Visa Card

    Learn about the World's first Bitcoin ETF and how to purchase it.

    Learn how about the Ethereum ETF

    Learn how to order and use the cryptocurrency visa card

    Get an introduction to Non Fungible Tokens (NFTs)

    How to Create an NFT

    Introduction to DEFI

    How to actually do Yield Farming

    How to keep track of your Earnings for Tax Purposes

    This course was created in Canada by a Canadian so some of the platforms used be more applicable for Canadians. The Cryptocurrency purchased on the crypto app be purchased internationally so this is applicable globally. The Bitcoin Etf's can be purchased internationally from sites like interactivebrokers but the first Bitcoin ETF funds were based out of Canada.

    You will learn about the pros and cons of the first bitcoin etf and the differences between the difference types (btcc, btcc.b, btcc.u)

    It is recommended to sign up for crypto app if your plan is to purchase cryptocurrency so you can follow along in the second section where we will be doing a lot of step by step tutorials and applying for the crypto visa card. Links will be provided in the course.

    Who this course is for
    Beginners that want to invest in Cryptocurrency
    Canadian investors
    Digital Artists that want to learn to mint NFTs
    People that want to start with DEFI

    Homepage
    Code:
    https://anonymz.com/?https://www.udemy.com/course/bitcoinetfbeginners/


    Code:
    https://nitro.download/view/BA2B81366D278A8/Cryptocurrency_From_Beginner_to_Advanced_(NFTs%2CETFs%2C%26_DEFI).part1.rar
    https://nitro.download/view/85B8F2785D67D16/Cryptocurrency_From_Beginner_to_Advanced_(NFTs%2CETFs%2C%26_DEFI).part2.rar
    https://nitro.download/view/64A1247B5918467/Cryptocurrency_From_Beginner_to_Advanced_(NFTs%2CETFs%2C%26_DEFI).part3.rar
    https://nitro.download/view/1309752636A0B4B/Cryptocurrency_From_Beginner_to_Advanced_(NFTs%2CETFs%2C%26_DEFI).part4.rar
    https://nitro.download/view/B5B16AE33475396/Cryptocurrency_From_Beginner_to_Advanced_(NFTs%2CETFs%2C%26_DEFI).part5.rar
    https://nitro.download/view/B0B0B0D321517BE/Cryptocurrency_From_Beginner_to_Advanced_(NFTs%2CETFs%2C%26_DEFI).part6.rar
    https://nitro.download/view/1B7A215597910FF/Cryptocurrency_From_Beginner_to_Advanced_(NFTs%2CETFs%2C%26_DEFI).part7.rar
    Code:
    https://rapidgator.net/file/87db6e7fd2750db358a43ce8e3f7add1/Cryptocurrency_From_Beginner_to_Advanced_(NFTs,ETFs,&_DEFI).part1.rar.html
    https://rapidgator.net/file/5e964e2b132956531c0cb7e1e84d3e29/Cryptocurrency_From_Beginner_to_Advanced_(NFTs,ETFs,&_DEFI).part2.rar.html
    https://rapidgator.net/file/27f05ac5a59b321ef302c09616cebe29/Cryptocurrency_From_Beginner_to_Advanced_(NFTs,ETFs,&_DEFI).part3.rar.html
    https://rapidgator.net/file/9e3e6b9696de53489d95061a714637e6/Cryptocurrency_From_Beginner_to_Advanced_(NFTs,ETFs,&_DEFI).part4.rar.html
    https://rapidgator.net/file/76c278c497c4736fa3f650399cbace62/Cryptocurrency_From_Beginner_to_Advanced_(NFTs,ETFs,&_DEFI).part5.rar.html
    https://rapidgator.net/file/df4b6f0f6b3bba83449fbe159e6b42c9/Cryptocurrency_From_Beginner_to_Advanced_(NFTs,ETFs,&_DEFI).part6.rar.html
    https://rapidgator.net/file/10c9f7fb475979df292a3c0afa008508/Cryptocurrency_From_Beginner_to_Advanced_(NFTs,ETFs,&_DEFI).part7.rar.html

  3. #1223
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    AutoCad Complete Course 2021 - Practical Approach (Updated)



    AutoCad Complete Course 2021 - Practical Approach (Updated)
    Duration: 20h 23m | Video: .MP4 1280x720, 30 fps(r) | Audio: AAC, 44100 Hz, 2ch | Size: 9.39 GB
    Genre: eLearning | Language: English

    Course outline:

    Section 1
    An Introduction to AutoCAD, teaches you about units, the user interface.

    Section 2 :
    Basic navigation tools of AutoCAD

    Section 3
    Basic Drawing Tools, is where you will do your first set of drawings with basic drawing commands, such as Line, Circle, and Arc.

    Section 4
    Learning about Modify Commands, is where you will learn how to modify basic geometries using tools such as fillet, trim, scale, and mirror.

    Section 5
    Working with Arrays and Reusable Objects, goes into how to make patterns with arrays and symbols using blocks and attributes.
    Section 7
    Managing Drawings with Layers and Properties, explores managing objects in your drawings using layers and changing properties such as color, linetype, and lineweight.
    Rest of the sections
    Will Cover all commands and tools by building a complete 2D Project

    Homepage
    Code:
    https://www.skillshare.com/classes/AutoCad-Complete-Course-2021-Practical-Approach/216743209


    Code:
    https://nitro.download/view/570B82BB7BCC576/AutoCad-Complete-Course-2021-Practical-Approach.part01.rar
    https://nitro.download/view/E5CC5D5C73E3592/AutoCad-Complete-Course-2021-Practical-Approach.part02.rar
    https://nitro.download/view/9A01EB05F93BA2C/AutoCad-Complete-Course-2021-Practical-Approach.part03.rar
    https://nitro.download/view/AFC5BCFF3B92F01/AutoCad-Complete-Course-2021-Practical-Approach.part04.rar
    https://nitro.download/view/D781C0FA88074F0/AutoCad-Complete-Course-2021-Practical-Approach.part05.rar
    https://nitro.download/view/765895BFFA11877/AutoCad-Complete-Course-2021-Practical-Approach.part06.rar
    https://nitro.download/view/33498AB33BEE65C/AutoCad-Complete-Course-2021-Practical-Approach.part07.rar
    https://nitro.download/view/B4F233BFE1365EF/AutoCad-Complete-Course-2021-Practical-Approach.part08.rar
    https://nitro.download/view/B789BDBA7012473/AutoCad-Complete-Course-2021-Practical-Approach.part09.rar
    https://nitro.download/view/949A40DEDF445ED/AutoCad-Complete-Course-2021-Practical-Approach.part10.rar
    Code:
    https://rapidgator.net/file/a328f5d64c910174181718851c010bc8/AutoCad-Complete-Course-2021-Practical-Approach.part01.rar.html
    https://rapidgator.net/file/7c741e9664503ae0ad192db94e352e57/AutoCad-Complete-Course-2021-Practical-Approach.part02.rar.html
    https://rapidgator.net/file/796d3a5d91a7ff3259a6295abfa18e70/AutoCad-Complete-Course-2021-Practical-Approach.part03.rar.html
    https://rapidgator.net/file/07d62383ac7519439dda6f4b412e96a3/AutoCad-Complete-Course-2021-Practical-Approach.part04.rar.html
    https://rapidgator.net/file/5fb865abbe0f141f7abf17e3effd931b/AutoCad-Complete-Course-2021-Practical-Approach.part05.rar.html
    https://rapidgator.net/file/fbee3787088bca21b497ea75858ebfbe/AutoCad-Complete-Course-2021-Practical-Approach.part06.rar.html
    https://rapidgator.net/file/9a1a85357e5e95977a9320a11ded3b0d/AutoCad-Complete-Course-2021-Practical-Approach.part07.rar.html
    https://rapidgator.net/file/7514e161adacb6f0d1674bcfee5b59be/AutoCad-Complete-Course-2021-Practical-Approach.part08.rar.html
    https://rapidgator.net/file/9cafd2b5d3467461e9b681156a83755b/AutoCad-Complete-Course-2021-Practical-Approach.part09.rar.html
    https://rapidgator.net/file/13e74220d24e26402a3e5fe056754671/AutoCad-Complete-Course-2021-Practical-Approach.part10.rar.html

  4. #1224
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    TTC - The Real History of Pirates



    TTC - The Real History of Pirates
    h264, yuv420p, 1280x720 | ENGLISH, 22050 Hz, 2channels | 11h 07mn | 9.34 GB

    There's an apocryphal story that Alexander the Great once captured a notorious pirate named Diomedes. The great conqueror decided to interview the doomed pirate, asking him what he thought gave him the right to seize the property of other people. The pirate responded by asking the emperor what he thought gave him the right to take property that doesn't belong to him, including entire countries. The story goes that Alexander thought the pirate very clever, granting him freedom instead of execution.

    Other than scale, what is the difference between a pirate and the vast armies of an emperor? Or between a pirate and the great navy of a queen? Were the men who famously traversed the Atlantic actually the heroic explorers we imagined them to be or were they, in fact, pirates? During the early years of what would be known as the Age of Sail, these explorers included Sirs Francis Drake, John Hawkins, and Walter Ralegh.

    In The Real History of Pirates, you'll find yourself looking at world history from a new point of view, realizing that much of what you've learned before could-and possibly should-be viewed through a more accurate, post-imperialistic filter. Your course professor, Manushag N. Powell, an award-winning Professor of English at Purdue University, will expose you to new ways of thinking about global interactions, from the West Indies and the Red Sea to the North Atlantic and Indonesia, and beyond. You'll learn what inspires piracy, why it still flourishes today-and why women sometimes wielded the real power behind the scenes in an enterprise conducted almost exclusively by men.

    What Is a Pirate?

    Most of the average person's knowledge of piracy comes from pop-culture portrayals in literature and film. The truth is, we actually have very little reliable, first-hand information about pirates in the 17th and 18th centuries. The trial testimony, newspaper articles, and journal entries we do have lead us to believe the guns and the filth of pirate tales were certainly real, although much else was fiction.

    If we cannot identify pirates by their dress or speech-there was no common pirate language, contrary to portrayals in media-how can we identify them? We recognized pirates the same way we recognize any criminal today: by their behavior. But as you'll learn in this course, there were many types of pirates operating in different sections of the world, some of whom had the backing of a well-established government. Different types of sea-faring marauders include:

    Pirates. Pirates are individuals who operate at sea or in coastal areas, committing robbery and looting, kidnapping, or general warfare. Although this course concentrates on piracy in the 17th and 18th centuries, this type of criminality began much earlier and continues to plague parts of the world today.
    Buccaneers were pirates fighting the Spanish in the West Indies. Primarily from England and France, they also included Dutch, Africans, and Moskito Indians, all joined by their hatred of the Spanish and desire for Spanish gold. Even when their respective countries were officially at peace with Spain, the buccaneers continued to fight in the Caribbean.
    Privateers. Considered more respectable than pirates, privateers were individuals commissioned by governments to carry out semi-military activities against enemy ships. Privateers owned their own armed vessels, allowing their country to extend into waters beyond the reach of its navy. But it was not uncommon for them to go beyond their commission and into the shadier practices of piracy as we recognize them.
    Corsairs. As privateers hired by various governments to make war primarily against non-Muslims, corsairs operated in the Mediterranean near the coast of Northern Africa-although one famous raid extended as far north as Ireland. While they certainly looted any ship they could catch, their primary goal was to take captives for ransom and/or forced labor.



    Code:
    https://nitro.download/view/C101E545F7F3F08/-The_Real_History_of_Pirates.part01.rar
    https://nitro.download/view/BC8824430E1305B/-The_Real_History_of_Pirates.part02.rar
    https://nitro.download/view/BCA57B4C8835FCA/-The_Real_History_of_Pirates.part03.rar
    https://nitro.download/view/F6BCA39A89670CE/-The_Real_History_of_Pirates.part04.rar
    https://nitro.download/view/5B5801A798AED3D/-The_Real_History_of_Pirates.part05.rar
    https://nitro.download/view/4E48A1E85A53B1D/-The_Real_History_of_Pirates.part06.rar
    https://nitro.download/view/20C324B793AFCD0/-The_Real_History_of_Pirates.part07.rar
    https://nitro.download/view/C8C5273E0808A97/-The_Real_History_of_Pirates.part08.rar
    https://nitro.download/view/58C2B4DF6A21444/-The_Real_History_of_Pirates.part09.rar
    https://nitro.download/view/500CEB640C58B21/-The_Real_History_of_Pirates.part10.rar
    Code:
    https://rapidgator.net/file/c2845ad2cd6d0913a12320772fffa888/-The_Real_History_of_Pirates.part01.rar.html
    https://rapidgator.net/file/2b1a36c66e1966b1ab3e70f95f54bc9b/-The_Real_History_of_Pirates.part02.rar.html
    https://rapidgator.net/file/f9af08835f39ff4c7168ec5839429949/-The_Real_History_of_Pirates.part03.rar.html
    https://rapidgator.net/file/fed38eb0fc02fe0f43a9dc072fc2d80c/-The_Real_History_of_Pirates.part04.rar.html
    https://rapidgator.net/file/b3bdee41dd4044ab4c4916f0363c40cf/-The_Real_History_of_Pirates.part05.rar.html
    https://rapidgator.net/file/e060dcb40f11fe33d4c10c3adb10ccfa/-The_Real_History_of_Pirates.part06.rar.html
    https://rapidgator.net/file/be2012f0d6a8b3e7ca68240151081981/-The_Real_History_of_Pirates.part07.rar.html
    https://rapidgator.net/file/4e4bfcfd280958164aafc2a5f910be86/-The_Real_History_of_Pirates.part08.rar.html
    https://rapidgator.net/file/cfd3f218e1671490fc30abc64487e95a/-The_Real_History_of_Pirates.part09.rar.html
    https://rapidgator.net/file/e9857b9484e684c0a73d3a3d0663d48c/-The_Real_History_of_Pirates.part10.rar.html

  5. #1225
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    TTC - Learning Java Programming



    TTC - Learning Java Programming
    h264, yuv420p, 1280x720 | ENGLISH, 22050 Hz, 2channels | 8h 10mn | 6.12 GB

    What do some of your favorite computer games, e-commerce sites, mobile apps, and streaming services have in common (aside from just how hard it is to live without them)? Many of them are built in Java: one of the world's most popular programming languages.

    Every computer program is, at its core, a set of explicitly written instructions in a language the computer understands. Every specific task a computer program undertakes is built on that programming language's syntax. Just as you need to understand syntax to communicate well in a spoken or written language, you need to understand programming syntax in order to create the computer applications we take for granted.

    Java is a powerful and pervasive language for telling computer programs what to do, how to do it, and when to do it. And Java is involved in so much more than just keeping us entertained. The computer language plays a critical role in numerous industries and development frameworks requiring data analysis, including:

    Artificial intelligence;
    Self-driving vehicles;
    Back-end servers; and
    Smart-house devices (like computerized thermostats).



    Code:
    https://nitro.download/view/53D2AAFC7652E6F/-Learning_Java_Programming.part1.rar
    https://nitro.download/view/173A4E443441B9C/-Learning_Java_Programming.part2.rar
    https://nitro.download/view/B9943989111009A/-Learning_Java_Programming.part3.rar
    https://nitro.download/view/65861AFA0653582/-Learning_Java_Programming.part4.rar
    https://nitro.download/view/C518BF4085EC565/-Learning_Java_Programming.part5.rar
    https://nitro.download/view/F562931EA7FACA5/-Learning_Java_Programming.part6.rar
    https://nitro.download/view/455C75116F4F1B1/-Learning_Java_Programming.part7.rar
    Code:
    https://rapidgator.net/file/238bce8f40da69329b2bd963c8e29fc3/-Learning_Java_Programming.part1.rar.html
    https://rapidgator.net/file/87b018f9c5626d5f34f5baee83ca463b/-Learning_Java_Programming.part2.rar.html
    https://rapidgator.net/file/ab7a62a53b2d735d5e70f3157c1d96bf/-Learning_Java_Programming.part3.rar.html
    https://rapidgator.net/file/774caed3e04908ebacd00234a34822ae/-Learning_Java_Programming.part4.rar.html
    https://rapidgator.net/file/1c646194b5f9aa4b415a475a8cde348d/-Learning_Java_Programming.part5.rar.html
    https://rapidgator.net/file/a53c78c86ac3f53c5027bc6df797c708/-Learning_Java_Programming.part6.rar.html
    https://rapidgator.net/file/1f31f330acf0111339813bba7419e518/-Learning_Java_Programming.part7.rar.html

  6. #1226
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    The Complete JavaScript Course 2021



    The Complete JavaScript Course 2021
    Duration: 19h 39m | Video: .MP4, 1280x720 30 fps | Audio: AAC, 44.1 kHz, 2ch | Size: 6.27 GB
    Genre: eLearning | Language: English

    Master JavaScript with the most complete course on the market! Projects, challenges, quizzes, ES6+, OOP, AJAX, Webpack

    What you'll learn
    Go from a total beginner to an advanced JavaScript developer
    Code 3 beautiful real-world apps with both ES5 and ES6+ (no boring toy apps)
    JavaScript and programming fundamentals: variables, boolean logic, if/else, loops, functions, arrays, etc.
    Complex features like the 'this' keyword, function constructors, prototypal inheritance, first-class functions, closures
    Asynchronous JavaScript: The event loop, promises, async/await, AJAX and APIs
    Modern JavaScript for 2018: NPM, Webpack, Babel and ES6 modules
    A true understanding of how JavaScript works behind the scenes
    What's new in ES6: arrow functions, classes, default and rest parameters, etc.
    Practice your new skills with coding challenges (solutions included)
    Organize and structure your code using JavaScript patterns like modules
    Get friendly and fast support in the course Q&A
    Downloadable lectures, code and design assets for all projects

    Requirements
    No coding experience is necessary to take this course! I take you from beginner to expert!
    Any computer and OS will work - Windows, macOS or Linux. We will set up your text editor the course.
    A basic understanding of HTML and CSS is a plus, but not a must! The course includes an HTML and CSS crash course.


    Description
    *** The #1 bestselling JavaScript course on Udemy! ***

    "Excellent course. Anthony explains the core concepts in javascript that are usually glossed over in other courses. And he does it in a manner that is clear and concise." - Anthony Alicea

    Do you want to learn the number #1 programming language that powers the internet?

    Are you tired of wasting your time and money on random youtube videos or JavaScript courses that are either too simple, or too difficult to follow?

    Or are you struggling to deeply understand and apply JavaScript to real projects?

    If your answer is a big YES. Then this is exactly the course you are looking for!

    So what is the course about?

    This is a truly complete JavaScript course, that goes beyond what other JavaScript courses out there teach you.

    I will take you from a complete JavaScript beginner to an advanced developer. You will not just learn the JavaScript language itself, you will also learn how to program. How to solve problems. How to structure and organize code using common JavaScript patterns.

    Come with me on a journey with the goal of truly understanding the JavaScript language. And I explain everything on the way with great detail!

    You will learn "why" something works in JavaScript, not just "how". Because in the modern JavaScript world of today, you need more than just knowing how something works. You need to debug code, you need to understand code, you need to be able to think about code.

    To achieve our goal together, the course contains coding sessions, coding challenges, theory lectures, real-world projects and a final course exam.

    This course is different because it's not just about writing code, it's also about how and why code works the way it does. Because it's the perfect mix between theory and practice. Because it focuses not only on small coding examples, but also on real-world projects and use cases.

    So, by the end of the course, you will be a capable JavaScript developer, able to write, understand and debug JavaScript code using all the powerful features the language offers to us.

    ...

    Here is exactly what we cover in this course:

    • All the JavaScript and programming fundamentals: things like variables, data types, boolean logic, if/else statements, loops, functions, objects, arrays, and more.

    • Everything you need to know in order to gain a deep understanding of how JavaScript works behind the scenes: execution contexts, hoisting, scoping, the 'this' keyword, and more.

    • How to make JavaScript code interact with webpages: DOM manipulation. Learn how to select and change webpage elements, create new elements and handle DOM events.

    • Complex JavaScript features such as function constructors, prototypal inheritance, first-class functions, closures, the bind and apply methods, and more.

    • We are going to code 3 beautiful real-world apps to apply our knowledge and learn new concepts (I provide the starter HTML and CSS code for these projects).

    • Learn how to organize and structure your code using modules and functions, how to create data privacy and encapsulation, and why that's so important.

    • What's new in the most modern version of JavaScript: new features of ES6 / ES2015.

    • Asynchronous JavaScript: the event loop, promises, async/await, AJAX calls and APIs.

    • Modern JavaScript in 2018: Learn how to set up a modern development workflow with NPM, Webpack, Babel and ES6 modules.

    ...

    Let's now find out if this course is for you. It's a perfect fit if...

    Student #1: You want to gain a deep understanding of the most popular programming language in the world: JavaScript.

    Student #2: You have taken other JavaScript courses but: 1) still don't really understand JavaScript, or 2) still don't feel confident to code real-world apps. This course is perfect for you!

    Student #3: You are interested in using popular libraries/frameworks like React, Angular or Node.js.

    Student #4: You want to get started with programming in general: JavaScript is a great language to learn how to code.

    ...

    Now it's your turn to decide. This is what you get:

    • Lifetime access to HD quality videos. No monthly subscription. Learn at your own pace, whenever you want.

    • English closed captions (not the auto-generated ones provided by Udemy).

    • All videos are downloadable. Learn wherever you want, even without an internet connection!

    • Downloadable starter code and final code for each section.

    • Free helpful support in the course Q&A when you have questions or get stuck.

    • Multiple coding challenges to practice your new skills (solutions included).

    • A final course exam with 30 questions to test your JavaScript knowledge.

    Sounds great? Then start this adventure today by clicking the "Take this course" button, and join me in the only JavaScript course that you will need!


    Who this course is for:
    Take this course if you want to gain a deep understanding of the most popular programming language in the world: JavaScript.
    Take this course if you have taken other JavaScript courses but: 1) still don't really understand JavaScript, or 2) still don't feel confident to code real-world apps. This course is perfect for you!
    Take this course if you're interested in using popular libraries/frameworks like React, Angular or Node.
    Take this course if you want to get started with programming in general: JavaScript is a great language to learn how to code.

    Homepage
    Code:
    https://www.udemy.com/course/the-complete-javascript-course-2021-build-real-projects/


    Code:
    https://nitro.download/view/E1BBEBF38C4655B/The_Complete_JavaScript_Course_2021.part1.rar
    https://nitro.download/view/381547EAAD96447/The_Complete_JavaScript_Course_2021.part2.rar
    https://nitro.download/view/93EF29F8A561CF1/The_Complete_JavaScript_Course_2021.part3.rar
    https://nitro.download/view/4FFD14E78115ABE/The_Complete_JavaScript_Course_2021.part4.rar
    https://nitro.download/view/E7ACA37850F65C7/The_Complete_JavaScript_Course_2021.part5.rar
    https://nitro.download/view/E0EFB00AA05E021/The_Complete_JavaScript_Course_2021.part6.rar
    https://nitro.download/view/BF01E7E7B028CE6/The_Complete_JavaScript_Course_2021.part7.rar
    Code:
    https://rapidgator.net/file/063f5500d02dfa50170c5e8f8177bbf3/The_Complete_JavaScript_Course_2021.part1.rar.html
    https://rapidgator.net/file/f857465cf2716327467af07c6020c9c7/The_Complete_JavaScript_Course_2021.part2.rar.html
    https://rapidgator.net/file/77480ecc0b83d262a92c8bf6b2737c2e/The_Complete_JavaScript_Course_2021.part3.rar.html
    https://rapidgator.net/file/c080457cd0e26c68ec79f061938f1e04/The_Complete_JavaScript_Course_2021.part4.rar.html
    https://rapidgator.net/file/46b75ec1fa0b0c63f21be372b07f4b0a/The_Complete_JavaScript_Course_2021.part5.rar.html
    https://rapidgator.net/file/4eb8fdc3d7f9a789865fb229d958df3f/The_Complete_JavaScript_Course_2021.part6.rar.html
    https://rapidgator.net/file/f6441637a42474208a7c67ad9a71aae2/The_Complete_JavaScript_Course_2021.part7.rar.html

  7. #1227
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    May 2019
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    The Complete Healthcare Artificial Intelligence Course 2021 (Updated 04/2021)



    The Complete Healthcare Artificial Intelligence Course 2021 (Updated 04/2021)
    MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
    Genre: eLearning | Language: English + srt | Duration: 117 lectures (17h 56m) | Size: 6.5 GB

    Creating powerful AI model for Real-World Healthcare applications with Data Science, Machine Learning and Deep Learning

    What you'll learn:
    Pandas.
    Matplotlib.
    Sigmoid activation function.
    Tanh activation function.
    ReLU activation function.
    Leaky Relu activation function.
    Exponential Linear Unit activation function.
    Swish activation function.
    Markov models.
    Support Vector Machines
    Other common classifiers
    Import data from the UCI repository.
    Convert text input to numerical data.
    Build and train classification algorithms.
    Compare and contrast classification machine learning.
    Building the AI.
    Machine learning and deep learning model based on the given data with high accuracy.
    RF with Response Coding.
    Maximum voting Classifier.
    Stacking model.
    Random Forest Classifier.
    One-hot Encoding.
    NLP (Natural Language Processing)
    NLTK (Natural Language Toolkit)
    Logistic Regression.
    Naive Bayes
    Response Encoding
    Linear Support Vector Machines
    Geolocation Features.
    Handling Missing Data And Anomalies in Python.
    Data standardization.
    Temporal Features.
    Seaborn
    Deep Learning.
    Keras.
    Google Colab .
    Anaconda.
    Jupiter Notebook.

    Requirements
    There will be no Prerequisites.
    Basic knowledge of Python will be good.
    But everything will be taught from the round up.


    Description
    Interested in the field of Machine Learning, Deep Learning and Artificial Intelligence? Then this course is for you!

    This course has been designed by a software engineer. I hope with my experience and knowledge I did gain throughout years, I can share my knowledge and help you learn complex theory, algorithms, and coding libraries in a simple way.

    I will walk you step-by-step into the Machine Learning, Artificial Intelligence and Deep Learning. With every tutorial, you will develop new skills and improve your understanding of this challenging yet lucrative sub-field of Data Science.

    This course is fun and exciting, but at the same time, we dive deep into Machine Learning, Deep Learning and Artificial Intelligence . Throughout the brand new version of the course we cover tons of tools and technologies including:

    Deep Learning.

    Google Colab

    Anaconda

    Jupiter Notebook

    Artificial Intelligent In Healthcare.

    Artificial Neural Network.

    Neuron.

    Activation Function.

    Keras.

    Pandas.

    Seaborn.

    Feature scaling.

    Matplotlib.

    Generating a DNA Sequence.

    Data Pre-processing.

    Sigmoid Function.

    Tanh Function.

    ReLU Function.

    Leaky Relu Function.

    Exponential Linear Unit Function.

    Swish function.

    Markov Models.

    K-Nearest Neighbors Algorithms (KNN).

    Support Vector Machines (SVM).

    Importing library and data.

    Deep feedforward networks.

    Analysing Data.

    Exploratory Analysis.

    Handling Missing Data And Anomalies in Python.

    Data standardization.

    Temporal Features.

    Geolocation Features.

    Data Scaling.

    Data Visualization.

    Visualizing Geolocation Data.

    Understanding Machine Learning Algorithm.

    Splitting Data into Training Set and Test Set.

    Training Neural Network.

    Model building.

    Analysing Results.

    Model compilation.

    A Comparison Of Categorical And Binary Problem.

    Make a Prediction.

    Testing Accuracy.

    Confusion Matrix.

    ROC Curve.

    One-hot Encoding.

    NLP (Natural Language Processing).

    NLTK (Natural Language Toolkit).

    Logistic Regression.

    Naive Bayes.

    Response Encoding.

    Linear Support Vector Machines.

    RF with Response Coding.

    Random Forest Classifier.

    Stacking model.

    Maximum voting Classifier.

    Moreover, the course is packed with practical exercises that are based on real-life examples. So not only will you learn the theory, but you will also get some hands-on practice building your own models. There are five big projects on healthcare problems and one small project to practice. These projects are listed below:

    Predicting Taxi Fares in New York City

    DNA Classification Project.

    Heart Disease Classification Project.

    Diagnosing Coronary Artery Disease Project.

    Breast Cancer Detection Project.

    Predicting Diabetes with Multilayer Perceptrons Project.

    Iris Flower.

    Medical Treatment Project.

    And as a bonus, this course includes one extra big projects for each month.

    Who this course is for
    Anyone interested in Machine Learning.
    Students who have at least high school knowledge in math and who want to start learning Machine Learning, Deep Learning, and Artificial Intelligence
    Any intermediate level people who know the basics of machine learning, including the classical algorithms like linear regression or logistic regression, but who want to learn more about it and explore all the different fields of Machine Learning, Deep Learning, Artificial Intelligence.
    Any people who are not that comfortable with coding but who are interested in Machine Learning, Deep Learning, Artificial Intelligence and want to apply it easily on datasets.
    Any students in college who want to start a career in Data Science
    Any data analysts who want to level up in Machine Learning, Deep Learning and Artificial Intelligence.
    Any people who are not satisfied with their job and who want to become a Data Scientist.
    Any people who want to create added value to their business by using powerful Machine Learning, Artificial Intelligence and Deep Learning tools. Any people who want to work in a Car company as a Data Scientist, Machine Learning, Deep Learning and Artificial Intelligence engineer.
    Any people who want to create added value to the local hospital by using powerful Machine Learning, Artificial Intelligence and Deep Learning tools.
    Any people who want to work in healthcare field as a Data Scientist, Machine Learning, Deep Learning and Artificial Intelligence engineer.
    Any people who want to work in a Taxi Company as a Data Scientist, Machine Learning, Deep Learning and Artificial Intelligence engineer.

    Homepage
    Code:
    https://anonymz.com/?https://www.udemy.com/course/the-complete-healthcare-artificial-intelligence-course-2021/


    Code:
    https://nitro.download/view/1CB2427307EE503/The_Complete_Healthcare_Artificial_Intelligence_Course_2021.part1.rar
    https://nitro.download/view/8ED3C09BCC2846F/The_Complete_Healthcare_Artificial_Intelligence_Course_2021.part2.rar
    https://nitro.download/view/3559F43CCDA74F8/The_Complete_Healthcare_Artificial_Intelligence_Course_2021.part3.rar
    https://nitro.download/view/3910C11EA9F1FAF/The_Complete_Healthcare_Artificial_Intelligence_Course_2021.part4.rar
    https://nitro.download/view/7E8681F99088C9B/The_Complete_Healthcare_Artificial_Intelligence_Course_2021.part5.rar
    https://nitro.download/view/FE9C39D736EDE75/The_Complete_Healthcare_Artificial_Intelligence_Course_2021.part6.rar
    https://nitro.download/view/83E2536B95E41CC/The_Complete_Healthcare_Artificial_Intelligence_Course_2021.part7.rar
    https://nitro.download/view/D5A4300F899869E/The_Complete_Healthcare_Artificial_Intelligence_Course_2021.part8.rar
    Code:
    https://rapidgator.net/file/eea59d320c02472d057a6c4ab4d52fa1/The_Complete_Healthcare_Artificial_Intelligence_Course_2021.part1.rar.html
    https://rapidgator.net/file/327880136868929daee24205e3e1c7bf/The_Complete_Healthcare_Artificial_Intelligence_Course_2021.part2.rar.html
    https://rapidgator.net/file/d591de6aa75c31cb3906f43d53e0059f/The_Complete_Healthcare_Artificial_Intelligence_Course_2021.part3.rar.html
    https://rapidgator.net/file/dbc8ad9ba424ae98511403b568d48cf8/The_Complete_Healthcare_Artificial_Intelligence_Course_2021.part4.rar.html
    https://rapidgator.net/file/317eedc58acabaa86512fbdf64ddc95a/The_Complete_Healthcare_Artificial_Intelligence_Course_2021.part5.rar.html
    https://rapidgator.net/file/6ede38762021be7ef2ae2517cc655525/The_Complete_Healthcare_Artificial_Intelligence_Course_2021.part6.rar.html
    https://rapidgator.net/file/1a35a12c7efe36deea27e000cdf4b6fe/The_Complete_Healthcare_Artificial_Intelligence_Course_2021.part7.rar.html
    https://rapidgator.net/file/13ba38decdf7b5d361680013d719a542/The_Complete_Healthcare_Artificial_Intelligence_Course_2021.part8.rar.html

  8. #1228
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    Environment Creation: Snowy Cabin



    Environment Creation: Snowy Cabin
    Emiel Sleegers | Duration: 21h 52m | Video: H264 1920x1016 | Audio: AAC 44,1 kHz 2ch | 14,1 GB | Language: English

    Learn How to Model, Texture & Light a Snowy Game Environment using 3ds Max, Substance, Marmoset, & Unreal

    In this course, we will go over how to create a snowy environment using 3ds Max, Substance Designer, Marmoset and Unreal. This environment will include having a snowy cabin with terrain, nice trees and plants and will be setup in Unreal Engine. We will learn how to create procedural textures in Substance Designer and we will go over how to edit those textures very quickly so we can have multiple variations. We will then go over how to model our cabin and foliage inside 3ds Max. Once all of that is done, we will go into Unreal Engine where we will set up our scene, our materials, and apply different variations such as dirtness, parallax, mapping, vertex painting, and many more. We will add decals to enhance the overall scene, do some nice lighting and finally polish the scene.

    Homepage
    Code:
    https://anonymz.com/?https://victory3d.com/p/snowy-environment


    Code:
    https://nitro.download/view/C6E1215C2010F69/Snowy-Cabin.part01.rar
    https://nitro.download/view/3111C4A8C7D2A45/Snowy-Cabin.part02.rar
    https://nitro.download/view/8685A2B53E720E2/Snowy-Cabin.part03.rar
    https://nitro.download/view/E9C2D3BA0830C8A/Snowy-Cabin.part04.rar
    https://nitro.download/view/56DB6C6B78F6BFA/Snowy-Cabin.part05.rar
    https://nitro.download/view/D448035F36CEDED/Snowy-Cabin.part06.rar
    https://nitro.download/view/C90E71511C11000/Snowy-Cabin.part07.rar
    https://nitro.download/view/83CC02BAC25D544/Snowy-Cabin.part08.rar
    https://nitro.download/view/1D228C4C5F8BA4B/Snowy-Cabin.part09.rar
    https://nitro.download/view/8DE8386B4583A04/Snowy-Cabin.part10.rar
    https://nitro.download/view/28130B7B2023D96/Snowy-Cabin.part11.rar
    https://nitro.download/view/10B9E2E77F3C419/Snowy-Cabin.part12.rar
    https://nitro.download/view/A3AA7E331B952A7/Snowy-Cabin.part13.rar
    https://nitro.download/view/34C6BE11369A8DF/Snowy-Cabin.part14.rar
    https://nitro.download/view/A9562BCE90AB506/Snowy-Cabin.part15.rar
    https://nitro.download/view/7A6035AB4E561DE/Snowy-Cabin.part16.rar
    Code:
    https://rapidgator.net/file/919ebb00805de4fa7d2eed4c375fa34a/Snowy-Cabin.part01.rar.html
    https://rapidgator.net/file/986025968e13c9d95f034db4dcd4f9cb/Snowy-Cabin.part02.rar.html
    https://rapidgator.net/file/a26e16702f1d2d56b23b9ad29fe8d2d6/Snowy-Cabin.part03.rar.html
    https://rapidgator.net/file/3ea9e287ba51201fa7b002852cbbcaa2/Snowy-Cabin.part04.rar.html
    https://rapidgator.net/file/23663346f43371ff76d2be8ef1e9cd1e/Snowy-Cabin.part05.rar.html
    https://rapidgator.net/file/41f6699319663b3e3ae3d27de1cbbc27/Snowy-Cabin.part06.rar.html
    https://rapidgator.net/file/d32291642f5f82eaf967dc8c2c571db2/Snowy-Cabin.part07.rar.html
    https://rapidgator.net/file/82b5de95ea21c9ab99ac7c8bfaf83691/Snowy-Cabin.part08.rar.html
    https://rapidgator.net/file/90ade381ae64097aa6753ef32270f576/Snowy-Cabin.part09.rar.html
    https://rapidgator.net/file/067c3fd9e71fba8932b0a90ce7a4b5d0/Snowy-Cabin.part10.rar.html
    https://rapidgator.net/file/01751f808e211a3ac1f556bb5a492626/Snowy-Cabin.part11.rar.html
    https://rapidgator.net/file/231be1686eb761606b1ab002ee61fe36/Snowy-Cabin.part12.rar.html
    https://rapidgator.net/file/88e8c6760db9cf02f53a9ef1162a96f3/Snowy-Cabin.part13.rar.html
    https://rapidgator.net/file/e812890fb78b3b2ba400b19f7715daa4/Snowy-Cabin.part14.rar.html
    https://rapidgator.net/file/a8c751f9be0815beca3a56448132b680/Snowy-Cabin.part15.rar.html
    https://rapidgator.net/file/afbdc0dc9eb1c336f67a4b53f3aa87e2/Snowy-Cabin.part16.rar.html

  9. #1229
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    Sci-Fi Game Environment



    Sci-Fi Game Environment
    Manuel Rondon | Duration: 27h 07m | Video: H264 1280x720 | Audio: AAC 44,1 kHz 2ch | 9,49 GB | Language: English

    Learn How to Create a Sci-Fi Scene using 3ds Max, Substance Painter, Photoshop & Unity

    In this course, you will learn how to build a professional sci-fi environment from scratch using 3ds Max, Substance, Photoshop and Unity. You will be taken through the whole workflow from the initial modeling to the final built and render within Unity. As a freelancer, being efficient is a very valuable asset. In this course, you will learn how to save lots of time when building an complete detailed environment. Making an environment for games is an exciting task and hope you join this journey of taking a small 2d concept to the final 3d game-ready level.

    Homepage
    Code:
    https://anonymz.com/?https://victory3d.com/p/sci-fi-game-environment


    Code:
    https://nitro.download/view/90A4B0C9A511C4F/Sci-Fi-Game.part01.rar
    https://nitro.download/view/CE14D7B937122D6/Sci-Fi-Game.part02.rar
    https://nitro.download/view/D339A897BFBB316/Sci-Fi-Game.part03.rar
    https://nitro.download/view/45DE6C60D2B944D/Sci-Fi-Game.part04.rar
    https://nitro.download/view/621DCAFFF2284FC/Sci-Fi-Game.part05.rar
    https://nitro.download/view/5AB54488E8C68A6/Sci-Fi-Game.part06.rar
    https://nitro.download/view/6C3C678D7C96474/Sci-Fi-Game.part07.rar
    https://nitro.download/view/675E02B638B5320/Sci-Fi-Game.part08.rar
    https://nitro.download/view/E749345EEB1ADCA/Sci-Fi-Game.part09.rar
    https://nitro.download/view/7F825AD6B335148/Sci-Fi-Game.part10.rar
    https://nitro.download/view/E1C29CE14066DA3/Sci-Fi-Game.part11.rar
    https://nitro.download/view/DCA436E6396D1C8/Sci-Fi-Game.part12.rar
    https://nitro.download/view/AA4603A31CB2658/Sci-Fi-Game.part13.rar
    Code:
    https://rapidgator.net/file/b4275cc110e8438706115e4092ea0115/Sci-Fi-Game.part01.rar.html
    https://rapidgator.net/file/6c5f9bc3d7ac9b94e3ce5032067e669b/Sci-Fi-Game.part02.rar.html
    https://rapidgator.net/file/aef896772cf1dc95930f28105a1bba31/Sci-Fi-Game.part03.rar.html
    https://rapidgator.net/file/c24e5ecf61a86b5e9bd2b001d7847014/Sci-Fi-Game.part04.rar.html
    https://rapidgator.net/file/0a337d044956a1df016fdade4db661ef/Sci-Fi-Game.part05.rar.html
    https://rapidgator.net/file/1d91e5446008ee2e58bf720351015e54/Sci-Fi-Game.part06.rar.html
    https://rapidgator.net/file/c71900a38b1eb78ba600367353efc163/Sci-Fi-Game.part07.rar.html
    https://rapidgator.net/file/6787410c4b799a8ba22df519b340adcc/Sci-Fi-Game.part08.rar.html
    https://rapidgator.net/file/e79ec429bcbac0f7ef799df862baef57/Sci-Fi-Game.part09.rar.html
    https://rapidgator.net/file/59bb90a22e4c4025b4786b35571ae850/Sci-Fi-Game.part10.rar.html
    https://rapidgator.net/file/b2d4a9d201c9e185e35846866d3d9296/Sci-Fi-Game.part11.rar.html
    https://rapidgator.net/file/d9a9f66d523c9792e761edeaf60886e1/Sci-Fi-Game.part12.rar.html
    https://rapidgator.net/file/4e1b15e40d0876c791fcc7772ad77d89/Sci-Fi-Game.part13.rar.html

  10. #1230
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    May 2019
    Posts
    203,152
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    Natural Language Processing & Deep Learning: Zero to Hero



    Natural Language Processing & Deep Learning: Zero to Hero
    Genre: eLearning | MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
    Language: English | VTT | Size: 8.43 GB | Duration: 15h 29m

    Linguistics & Machine Learning: Grammar Syntax, Sentiment, ScrapeTweets, RNN/LSTM,Chatbot, SQuAD, Summary, Audio To Text


    What you'll learn
    Libraries: Tensorflow, Pytorch, NLTK, SpaCy, Sci-kit Learn, Twint
    Linguistics Foundation To Help Learn NLP Concepts
    Deep Learning: Neural Networks, RNN, LSTM Theory & Practical Projects
    Machine Reading Comprehension: Create A Question Answering System with SQuAD
    No Tedious Anaconda or Jupyter Installs: Use Modern Google Colab Cloud-Based Notebooks for using Python
    How To Build Generative AI Chatbots
    Create A Netflix Recommendation System With Word2Vec
    Perform Sentiment Analysis on Steam Game Reviews
    Convert Speech To Text
    Machine Learning Modelling Techniques
    Markov Property - Theory & Practical
    Optional Python For Beginners Section
    Cosine-Similarity & Vectors
    Word Embeddings: My Favourite Topic Taught In Depth
    Scrape Unlimited Tweets Using An Open Source Intelligence Tool
    Speech Recognition
    LSTM Fake News Detector
    Context-Free Grammar Syntax
    Scrape Wikipedia & Create An Article Summarizer


    Description
    This course takes you from a beginner level to being able to understand NLP concepts, linguistic theory, and then practice these basic theories using Python - with very simple examples as you code along with me.

    Get experience doing a full real-world workflow from Collecting your own Data to NLP Sentiment Analysis using Big Datasets of over 50,000 Tweets.

    Data collection: Scrape Twitter using: OSINT - Open Source Intelligence Tools: Gather text data using real-world techniques. In the real world, in many instances you would have to create your own data set; i.e source your data instead of downloading a clean, ready-made file online

    Use Python to search relevant tweets for your study and NLP to analyze sentiment.

    Language Syntax: Most NLP courses ignore the core domain of Linguistics. This course explains the fundamentals of Language Syntax & Parse trees - the foundation of how a machine can interpret the structure of s sentence.

    New to Python: If you are new to Python or any computer programming, the course instructions make it easy for you to code together with me. I explain code line by line.

    No Installs, we go straight to coding - Code using Google Colab - to be up-to-date with what's being used in the Data Science world 2021!

    The gentle pace takes you gradually from these basics of NLP foundation to being able to understand Mathematical & Linguistic (English-Language-based, Non-Mathematical) theories of Deep Learning.

    Natural Language Processing Foundation

    Linguistics & Semantics - study the background theory on natural language to better understand the Computer Science applications

    Pre-processing Data (cleaning)

    Regex, Tokenization, Stemming, Lemmatization

    Name Entity Recognition (NER)

    Part-of-Speech Tagging

    Libraries:

    NLTK

    Sci-kit Learn

    Tensorflow

    Pytorch

    SpaCy

    DeepPavlov

    Twint

    The topics outlined below are taught using practical Python projects!

    Parse Tree

    Markov Chain

    Text Classification & Sentiment Analysis

    Company Name Generator

    Unsupervised Sentiment Analysis

    Topic Modelling

    Word Embedding with Deep Learning Models

    Open Domain Question Answering (like asking Google)

    Closed Domain Question Answering (Like asking a Restaurant-Finder bot)

    LSTM using TensorFlow, Keras Sequence Model

    Speech Recognition

    Convert Speech to Text

    Neural Networks

    This is taught from first principles - comparing Biological Neurons in the Human Brain to Artificial Neurons.

    Practical project: Sentiment Analysis of Steam Reviews

    Word Embedding: This topic is covered in detail, similar to an undergraduate course structure that includes the theory & practical examples of:

    TF-IDF

    Word2Vec

    One Hot Encoding

    gloVe

    Deep Learning

    Recurrent Neural Networks

    LSTMs

    Get introduced to Long short-term memory and the recurrent neural network architecture used in the field of deep learning.

    Build models using LSTMs


    Who this course is for:
    Anyone who is curious about data science & NLP
    Those who are in the Business & Marketing world - learn use NLP to gain insight into customers & products. Can help at interviews & job promotions.
    If you intend to enrol in an NLP/Data Science course but are a total newbie, complete this course before to avoid being lost in class since it can seem overwhelming if classmates already have a foundation in Python or Datascience.


    Homepage
    Code:
    https://anonymz.com/?https://www.udemy.com/course/nidia-natural-language-processing-deep-learning-zero-to-hero/



    Code:
    https://nitro.download/view/8B811E1987C5220/Natural_Language_Processing_%26_Deep_Learning_Zero_to_Hero.part01.rar
    https://nitro.download/view/6AE26A5D2A13A6C/Natural_Language_Processing_%26_Deep_Learning_Zero_to_Hero.part02.rar
    https://nitro.download/view/6DEC11C3C135ED9/Natural_Language_Processing_%26_Deep_Learning_Zero_to_Hero.part03.rar
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    https://nitro.download/view/B75206FB5AF0E72/Natural_Language_Processing_%26_Deep_Learning_Zero_to_Hero.part09.rar
    Code:
    https://rapidgator.net/file/1c0c644ceb8220105b213a865039a683/Natural_Language_Processing_&_Deep_Learning_Zero_to_Hero.part01.rar.html
    https://rapidgator.net/file/9d6064a8b54fa9ab89ee90cada8d42b7/Natural_Language_Processing_&_Deep_Learning_Zero_to_Hero.part02.rar.html
    https://rapidgator.net/file/68c69917070cfe94fffb264e8531cf86/Natural_Language_Processing_&_Deep_Learning_Zero_to_Hero.part03.rar.html
    https://rapidgator.net/file/aa33cfb5383cbed93488eee699f3b6e5/Natural_Language_Processing_&_Deep_Learning_Zero_to_Hero.part04.rar.html
    https://rapidgator.net/file/697d7f6be41f109309a9338835d7f0b9/Natural_Language_Processing_&_Deep_Learning_Zero_to_Hero.part05.rar.html
    https://rapidgator.net/file/81da809575f9c7769d371145d4b45b4e/Natural_Language_Processing_&_Deep_Learning_Zero_to_Hero.part06.rar.html
    https://rapidgator.net/file/607e9eeeb61ec99e038d9f13175b3cea/Natural_Language_Processing_&_Deep_Learning_Zero_to_Hero.part07.rar.html
    https://rapidgator.net/file/532c85f45158d67be3c14f4dc28af662/Natural_Language_Processing_&_Deep_Learning_Zero_to_Hero.part08.rar.html
    https://rapidgator.net/file/33286af34367b96e3366c60ea53dbaf8/Natural_Language_Processing_&_Deep_Learning_Zero_to_Hero.part09.rar.html

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