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Thread: Video Tutorials Collection (Updated Daily)

  1. #1331
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    A Complete Guide to Programming Fundamentals and Real-World

    A Complete Guide to Programming Fundamentals and Real-World



    Published 10/2024
    MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
    Language: English | Duration: 1h 34m | Size: 385 MB

    "Learn Python from Scratch: Build a Strong Programming Foundation and Create Real-World Projects"


    What you'll learn
    Understand Python Fundamentals: Learn the basics of Python, including syntax, data types, and variables.
    Control Flow Mastery: Implement conditional statements, loops, and branching to control the flow of your programs.
    Functions & Modules: Write reusable code, understand function arguments, return values, and manage imports effectively.
    Work with Data Structures: Manipulate lists, tuples, sets, and dictionaries, and use them efficiently in various applications.
    File Handling: Read from, write to, and manage files in Python, including working with CSV and JSON formats.
    Object-Oriented Programming (OOP): Master OOP concepts such as classes, objects, inheritance, polymorphism, and encapsulation.
    Error Handling & Debugging: Handle exceptions gracefully and debug your programs to write robust, error-free code.
    Libraries & APIs: Learn to install and use external Python libraries and interact with APIs for enhanced project functionality.
    Build Real-World Projects: Integrate Python skills to develop and deploy projects using libraries like pandas and Matplotlib for data analysis.
    Requirements
    No prior programming experience required - this course is designed for complete beginners to masters
    A computer with internet access - to install Python and follow along with the coding exercises.
    Basic computer skills - students should be comfortable with downloading and installing software.
    Desire to learn - a willingness to practice coding and problem-solving as you progress through the course.
    Description
    Are you ready to unlock the full potential of Python, the language used by top tech companies like Google and Netflix? Whether you're completely new to programming or looking to level up your skills, this course will guide you from absolute beginner to confident Python programmer, with no prior experience required.This course offers a practical, hands-on approach to learning Python, taking you from the fundamentals to building real-world projects. Along the way, you'll gain the skills needed to automate tasks, analyze data, and create robust applications that solve real problems.Why choose Python? Python is not only beginner-friendly but also one of the most versatile languages used in web development, data science, machine learning, and automation. With its simple syntax and powerful capabilities, you can quickly and easily transition from learning to doing, turning your new skills into practical, tangible results.In this course, you'll also have access to coding exercises, quizzes, and real-world examples to solidify your understanding of Python. Plus, with lifetime access, you can revisit the material anytime, whenever needed. Don't miss out on the chance to learn one of the most versatile and powerful programming languages today. Join now and start your journey to mastering Python!
    Who this course is for
    Beginners in Programming - Ideal for those with no prior experience who want to learn Python from scratch.
    Aspiring Developers - Anyone looking to build a foundation in programming and eventually pursue careers in software development, web development, or app development.
    Data Science & AI Enthusiasts - Individuals interested in exploring Python for data analysis, machine learning, or artificial intelligence.
    Professionals Seeking to Automate Tasks - Office professionals and IT personnel looking to use Python to automate tasks and improve workflows.
    Students and Learners - College or high school students interested in learning Python as part of their curriculum or for personal development.
    Hobbyists & Tinkerers - Anyone who enjoys learning new technologies and wants to build fun, practical projects with Python.
    Homepage:
    Code:
    https://www.udemy.com/course/a-complete-guide-to-programming-fundamentals-and-real-world/
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  2. #1332
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    Actionable Guide To Freelancing On Upwork

    Actionable Guide To Freelancing On Upwork



    Published 10/2024
    MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
    Language: English | Size: 330.39 MB | Duration: 1h 55m

    Practical Steps, Examples and Tips that Help You Start Earning Income from Home


    What you'll learn
    define freelancing and outline its scope and usefulness in various industries. You will also discover some features and facilities of Upwork
    Craft a compelling profile that highlights your skills, experiences, and uniqueness. Discover the importance of a professional photo, a catchy title, and a we
    Define your freelance niche and identify the target audience that matches your skills.
    Explore strategies for writing proposals that stand out to potential clients,
    Determine your freelance rates based on your skills and market demand.
    Discover the art of establishing strong relationships with clients through effective communication, professionalism, and delivering quality work on time.
    Apply time management techniques specifically tailored for freelancersand balance multiple projects, set deadlines, and utilize productivity tools.
    Explore advanced strategies for scaling your freelance career, including expanding your service offerings and leveraging client referrals.
    Explore steps in creating a freelancer account, applying for fixed price and hourly rate jobs; usin Upwork community forum; and tips for identifying scams.
    Explore recommendations on specific tools, software and resources that you can use to facilitate and improve your freelancing career.
    Requirements
    You don't need any prior skills or special knowledge to join this course. All you need is the determination to transform yourself into a skillful and successful freelancer on Upwork
    Description
    Whether you're a writer, editor, designer, developer, or virtual assistant, there's a place for you on Upwork. However, Upwork is a large swimming pool where thousands of freelancers compete to reach its coasts and get noticed by potential clients. You need this course before starting your freelancing journey. Existing freelancers struggling to succeed in this journey also need this course.Unlike courses focusing on theories, this unique course equips you with practical steps, examples and tips on freelancing on Upwork.This course covers Features and Facilities of Upwork, Creating an Irresistible Upwork Profile, Identifying Your Niche and Target Market, and Crafting Winning Proposals. Other areas are Setting Your Rates and Managing Finances, Building Client Relationships and Earning Trust, Managing Your Time and Projects Effectively, Growing Your Freelance Business and Seeking Opportunities, Actionable Guides on Carrying out Miscellaneous Tasks , and lastly, Tools, Software And Resources For Facilitating And Improving Your Freelancing Career.The course is designed to be engaging, with modules covering key aspects of freelancing on Upwork as well as quizzes and assignments that enable you assess your learning achievements.The course is designed by Sa'idu Sulaiman, the Director of Penmark Academy for Lifelong Learning in Kano. He advocates for continuous education and skill development and also offers the MBA Digest Courses on Udemy.
    Overview
    Section 1: Introduction
    Lecture 1 Introduction to the Actionable Guide to Freelancing on Upwork Course
    Lecture 2 INTRODUCTION TO FREELANCING, FEATURES AND FACILITIES OF UPWORK
    Section 2: CREATING AN IRRESISTIBLE UPWORK PROFILE
    Lecture 3 Steps in Creating an Irresistible Upwork Profile
    Lecture 4 Examples on Creating an Irresistible Upwork Profile
    Section 3: IDENTIFYING YOUR NICHE AND TARGET MARKET
    Lecture 5 Steps in Defining Your Freelance Niche and Identifying the Target Audience
    Lecture 6 Key Steps in Market Research Techniques
    Lecture 7 Steps You Can Follow To Attract and Successfully Land High-Paying Clients
    Lecture 8 Examples on Key steps you should follow to find high-ticket clients on Upwork
    Section 4: CRAFTING WINNING PROPOSALS
    Lecture 9 Steps for Crafting Winning Proposals
    Lecture 10 Real-world Examples on Strengthening Creating Winning Proposals
    Section 5: SETTING YOUR RATES AND MANAGING FINANCES
    Lecture 11 Steps in Setting Freelancer Rates and Managing Finances
    Lecture 12 Examples on Following Steps in Setting Freelancer Rates and Managing Finances
    Section 6: BUILDING CLIENT RELATIONSHIPS AND EARNING TRUST
    Lecture 13 Steps in Building Client Relationships and Earning Trust
    Lecture 14 Tips on Setting Expectations, Providing Regular Updates and Handling Feedback
    Lecture 15 Case Study: The Downfall of a Freelancer Due to Poor Communication Practices
    Section 7: MANAGING YOUR TIME AND PROJECTS EFFECTIVELY
    Lecture 16 Steps for Effective Time and Project Management
    Lecture 17 Case Study on Effective Management of Time and Projects
    Section 8: GROWING YOUR FREELANCE BUSINESS AND SEEKING OPPORTUNITIES
    Lecture 18 Steps for Growing Your Freelance Business and Seeking Opportunities on Upwork
    Lecture 19 Common Challenges in Growing a Freelance Business and Seeking Opportunities
    Section 9: ACTIONABLE GUIDES ON CARRYING OUT MISCELLANEOUS TASKS
    Lecture 20 Steps in Creating a freelancer Account on Upwork
    Lecture 21 Steps in Applying for and Carrying Out Fixed Price Jobs
    Lecture 22 Steps on Applying for and Carrying out Hourly Rate Jobs
    Lecture 23 Steps in Using and Benefiting from Upwork Community Forum
    Lecture 24 Tips for Using Upwork Support Emails, Chatting and Tickets
    Lecture 25 Tips for Identifying Scams and Getting Protection from the Actions of Bad Client
    Section 10: TOOLS, SOFTWARE AND RESOURCES FOR FACILITATING AND IMPROVING FREELANCING
    Lecture 26 Tools, Software and Resources for Improving Your Freelancing Career on Upwork
    Lecture 27 Specific Tools, Software and Resources for Aiding and Improving Freelancing
    Lecture 28 Case Study on Leveraging Upwork's Tools, Software and Resources
    Section 11: THANK YOU AND FAREWELL LECTURE
    Lecture 29 Instructor's Thank You and Farewell Lecture
    This course is people interested in starting freelancing on Upwork and existing freelancers seeking to improve their career.
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  3. #1333
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    Ai-Powered Self-Discovery Pro-Expression Of Talents

    Ai-Powered Self-Discovery: Pro-Expression Of Talents



    Published 10/2024
    MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
    Language: English | Size: 1.37 GB | Duration: 1h 9m

    AI-Powered Brainstorming: Turn Ideas into Action


    What you'll learn
    Identify your unique talents and align them with meaningful career paths.
    Use AI tools like ChatGPT to brainstorm career options and potential activities for self-expression.
    Boost your confidence by uncovering hidden strengths and passions.
    Overcome self-doubt and limiting beliefs that hold you back from realizing your potential.
    Explore creative ways to integrate multiple talents into a fulfilling career.
    Learn how to adapt to the dynamic job market by blending traditional and digital opportunities.
    Develop long-term strategies to maintain motivation and keep growing in your self-expression journey.
    Requirements
    None
    Description
    Do you feel stuck in your current job and crave a career that truly reflects your talents?Welcome to "AI-Powered Self-Discovery: PRO-Expression of Talents", where you'll uncover your unique abilities and confidently express them in both your professional and personal life. Created by Elena Osokina, this course introduces the PRO-Expression of Talents self-coaching method, a powerful framework designed to help you find your calling quickly and efficiently.Why This Course?In today's fast-changing world, traditional career paths no longer fit the dynamic and creative lifestyles many of us desire. Your talents are too varied to be confined to just one role. This course leverages cutting-edge AI tools like ChatGPT, alongside proven self-discovery techniques, to help you explore endless possibilities for self-expression and fulfillment.What You Will Learn:- Stage 1: Discover Your Unique Characteristics Learn how to map out the three fundamental parameters that shape your self-expression. By aligning your inner world with the right activities, you'll begin to see where your true passions lie.- Stage 2: Brainstorm Potential Career Paths with ChatGPT Unleash the power of AI in your self-discovery process! Use ChatGPT to brainstorm creative ideas and unexpected possibilities for expressing your talents. Whether you're exploring freelancing, digital entrepreneurship, or creative ventures, AI will help you expand your vision.- Stage 3: Create an Action Plan for Your Self-Expression Turn your newfound ideas into reality. Model how your chosen activities will fit into your life, create actionable steps, and build confidence in expressing your talents authentically.Who This Course Is For:- Individuals looking for career change or clarity in their life's purpose- Freelancers, entrepreneurs, or creatives wanting to explore new opportunities- Anyone curious about using AI tools like ChatGPT for personal development- Professionals seeking a deeper connection between their work and passionsKey Benefits:- AI-Assisted Brainstorming: Get inspired by new and innovative ways to express yourself using ChatGPT.- Fast Results: No need to spend years searching for your purpose-this course is designed to provide quick, clear insights.- Practical Action Steps: Move from self-discovery to real-world application with a clear plan to express your talents and passions.Why Choose AI?ChatGPT's innovative technology gives you unbiased, creative input that will help you explore career paths and opportunities you may have never considered. By incorporating AI into your self-coaching process, you can expand your horizons and see new ways to apply your talents in today's evolving job market.Course Features:- Interactive exercises and AI-powered brainstorming sessions- Step-by-step process to help you gain clarity on your purpose- Lifetime access to the course materialsYou've spent too long ignoring your true calling-discover it now and create a future you'll love.Join AI-Powered Self-Discovery: PRO-Expression of Talents today and unlock your full potential!
    Overview
    Section 1: Introduction
    Lecture 1 Introduction
    Lecture 2 Welcome to the PRO-Expression of Talents
    Lecture 3 New Career Realities
    Lecture 4 Why Traditional Career Guidance No Longer Works
    Section 2: PRO Expression Of Talents , Stages 1 And 2
    Lecture 5 Stage 2 . Mapping out ways to explore yourself in 3 parameters
    Lecture 6 Parameter 1
    Lecture 7 Video lecture on exploring parameter 1
    Lecture 8 Parameter 2
    Lecture 9 Video lecture on exploring parameter 2
    Lecture 10 Reflections
    Lecture 11 Parameter 3
    Lecture 12 Video lecture on exploring parameter 1
    Lecture 13 Modeling your potential activity using brainstorming
    Lecture 14 Video lecture about brainstorming
    Lecture 15 Modeling your potential activity using ChatGPT
    Lecture 16 Video lecture about ChatGPT for modeling your potential activity
    Lecture 17 Your Prompt
    Lecture 18 Conclusion to Stage 2
    Lecture 19 Conclusions To Stages 1 And 2
    Section 3: Stage 3. Modeling Your Manifestations And Expressions
    Lecture 20 Aligning Your Professional Life e With Your Talents
    Lecture 21 Transferable Skills for Resourceful Manifestations
    Lecture 22 Video Lecture About The Transferrable Skills
    Lecture 23 AI Prompts For Transforming Thoughts, Emotions Qualities into Outer Expression
    Lecture 24 Examples
    Lecture 25 Brainstorming On Daily Actions Beyond Just a Profession
    Lecture 26 Brainstorming for Resourceful Self-Expression
    Lecture 27 Brainstorming for Activities And Profession
    Lecture 28 What To Do With Your New Knowledge?
    Lecture 29 Welcome To PROexpression Of Talents
    Freelancers, entrepreneurs, or creatives wanting to explore new opportunities,Anyone curious about using AI tools like ChatGPT for personal development,Professionals seeking a deeper connection between their work and passions,Individuals looking for career change or clarity in their life's purpose
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    Akylade Certified Ai Security Foundations Prep Course

    Akylade Certified Ai Security Foundations Prep Course



    Published 10/2024
    MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
    Language: English | Size: 1.91 GB | Duration: 4h 48m

    Advance your expertise in AI security with the AKYLADE AI Security Foundation (A/AISF) certification.


    What you'll learn
    Gain a solid understanding of core AI technologies, including machine learning and deep learning.
    Learn how systems are structured and managed across the lifecycle to ensure security and data functionality, exploring various learning types, algorithms, an
    Learn how to identify, assess, and mitigate risks within AI systems.
    Master frameworks like NIST AI RMF and tools for conducting risk assessments, focusing on vulnerabilities, threat analysis, and control implementation
    Understand how to build trustworthy AI systems by focusing on security, fairness, transparency, and privacy.
    Learn to mitigate risks like bias and vulnerabilities while ensuring compliance with ethical standards
    Apply the NIST AI Risk Management Framework to manage AI risks effectively while aligning practices with business goals.
    Learn to integrate risk management into organizational processes and governance
    Customize AI RMF Profiles to meet organizational needs, ensuring that AI security practices align with compliance requirements and business objectives
    Requirements
    This is a foundational course with no prerequisites. If you are interested in Artificial intelligence (AI) and Machine learning (ML), and you want to know how to keep it secure, this course is for you.
    Description
    AKYLADE AI Security Foundation (A/AISF)Advance your expertise in AI security with the AKYLADE AI Security Foundation (A/AISF) certification and lead your organization in implementing secure and trustworthy artificial intelligence solutionsThe AKYLADE AI Security Foundation (A/AISF) certification exam is designed to evaluate your ability to understand and apply essential artificial intelligence (AI) security concepts including:Artificial Intelligence ConceptsGain a solid understanding of core AI technologies, including machine learning and deep learning. Learn how these systems are structured and managed across their lifecycle to ensure security and functionality, exploring various learning types, algorithms, and data enhancement methodsAI Risk ManagementLearn how to identify, assess, and mitigate risks within AI systems. Master frameworks like NIST AI RMF and tools for conducting risk assessments, focusing on vulnerabilities, threat analysis, and control implementationAI Risks and TrustworthinessUnderstand how to build trustworthy AI systems by focusing on security, fairness, transparency, and privacy. Learn to mitigate risks like bias and vulnerabilities while ensuring compliance with ethical standardsNIST AI RMF CoreApply the NIST AI Risk Management Framework to manage AI risks effectively while aligning practices with business goals. Learn to integrate risk management into organizational processes and governanceNIST AI RMF ProfilesCustomize AI RMF Profiles to meet organizational needs, ensuring that AI security practices align with compliance requirements and business objectivesNo matter what skill level you are, this course will provide you with the information to help you to master the fundamentals of the NIST AI Risk Management Framework and start your AI security and risk management journey. This course will provide you with all the information that is needed to pass the A/AISF exam. This course is provided by Captain Hyperscaler, an AKYLADE Authorized Training Partner, and delivered by Authorized Instructor, Dwayne Natwick.Included with this course are the official AKYLADE practice exams. I hope that you enjoy this course and good luck on the certification exam.
    Overview
    Section 1: Introduction - Domain 1 - AI Concepts
    Lecture 1 Introduction - Domain 1 - AI Concepts
    Section 2: Domain 2 - AI Risk Management
    Lecture 2 Domain 2 - AI Risk Management
    Section 3: Domain 3 - AI Risks and Trustworthiness
    Lecture 3 Domain 3 - AI Risks and Trustworthiness
    Section 4: Domain 4 - NIST RMF Core
    Lecture 4 Domain 4 - NIST RMF Core
    Section 5: Domain 5 - NIST AI RMF Profiles - Course conclusion
    Lecture 5 Domain 5 - NIST AI RMF Profiles - Course conclusion
    The AKYLADE AI Security Foundation (A/AISF) certification exam is designed to evaluate your ability to understand and apply essential artificial intelligence (AI) security concepts.
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    Automating Ml Pipelines For Song Recommendation System

    Automating Ml Pipelines For Song Recommendation System



    Published 10/2024
    MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
    Language: English | Size: 1.74 GB | Duration: 4h 46m

    Automate Song Recommendations with Docker, MLFlow, and CI/CD Practices for Machine Learning Algorithms.


    What you'll learn
    Understand the Math Behind ML Algorithms: You will learn the mathematical concepts that underlie popular machine learning algorithms.
    Implement Machine Learning Algorithms: You will gain hands-on experience in coding and applying various machine learning algorithms.
    Design and Build MLFlow Tracking: You will learn how to use MLFlow for tracking and managing machine learning experiments effectively.
    Implement Microservices with Docker: You will learn how to create and manage microservices for automating machine learning pipelines using Docker.
    Automate Model Training and Evaluation: You will learn to use Airflow triggers to automate the process of training and evaluating machine learning models.
    Set Up Git CI/CD for a Song Recommender App: You will learn how to implement CI/CD for a song recommendation web app.
    Requirements
    Basic Knowledge of Python programming, as it will be used for implementing machine learning algorithms and building ML pipeline microservices.
    A desire to learn and experiment with machine learning and microservices is encouraged.
    Description
    Math Behind Machine Learning Algorithms:K-Nearest Neighbors (KNN): A method for finding similar songs based on user preferences.Random Forest (RF): An algorithm that combines many decision trees for better predictions.Principal Component Analysis (PCA): A technique for reducing the number of features while retaining important information.K-Means Clustering: A way to group similar songs together based on features.Collaborative Filtering: Making recommendations based on user interactions and preferences.Data Processing Techniques:Feature Engineering (Feature Importance using Random Forest): Feature importance analysis and creating new features from existing data to improve model accuracy.Data Pre-processing (Missing Data Imputation): Cleaning and preparing data for analysis.Evaluation and Tuning:Hyperparameter Tuning (Collaborative Filtering, KNN, Naive Bayes Classifier): Adjusting the settings of algorithms to improve performance.Evaluation Metrics (Precision, Recall, ROC, Accuracy, MSE): Methods to measure how well the model performs.Data Science Fundamentals:TF-IDF (Term Frequency and Inverse Document Frequency): A technique for analyzing the importance of words in song lyrics.Correlation Analysis: Understanding how different features relate to each other.T-Test: A statistical method for comparing groups of data.Automation Tools:Building Microservices using Docker: Use containers to run applications consistently across different environments.Airflow: Automate workflows and schedule tasks for running ML models.MLFlow: Manage and track machine learning experiments and models effectively.By the end of the course, you will know how to build and automate the training, evaluation, and deployment of an ML model for a song recommendation system using these tools, libraries and techniques.
    Overview
    Section 1: Introduction
    Lecture 1 Course Introduction
    Section 2: Machine Learning - Math Intuition
    Lecture 2 Math Behind Collaborative Filtering
    Lecture 3 Math Behind KNN (Euclidean Distance)
    Lecture 4 Math Behind Naive Bayes (Bayes Theorem)
    Lecture 5 Math Behind TF and IDF
    Lecture 6 Math Behind Cosine Similarity
    Lecture 7 Evaluation Metric - MSE
    Lecture 8 Math Behind - K-Means Clustering (Unsupervised Learning)
    Lecture 9 Math Behind Principal Component Analysis
    Lecture 10 Math Behind Pearson Correlation
    Lecture 11 Math Behind - T-Statistic Test
    Lecture 12 Evaluation Metrics - Classification Models
    Section 3: ML Experimentation - Supervised & Unsupervised Learning
    Lecture 13 Module Artifacts
    Lecture 14 Project Env Setup (Conda)
    Lecture 15 Import required libraries
    Lecture 16 Understanding the features in data
    Lecture 17 Data Preprocessing
    Lecture 18 Feature Engineering
    Lecture 19 Pearson Correlation Analysis
    Lecture 20 T-Test Statistics
    Lecture 21 Collaborative Filtering - User Genre Matrix
    Lecture 22 Creation of user similarity network visualization (Cosine Similarity)
    Lecture 23 Songs Recommender Engine Model - Collaborative Filtering
    Lecture 24 Fetch Songs Recommendation - Collaborative Filtering Model
    Lecture 25 KNN and Naive Bayes Model Pipeline
    Lecture 26 Model Hyperparameter Tuning
    Lecture 27 Best Estimator Recommendation
    Lecture 28 K-Means Clustering and PCA
    Section 4: Airflow - Automate Collaborative Filtering model training and deployment
    Lecture 29 Module Artifacts
    Lecture 30 Code Environment Setup
    Lecture 31 MLFlow Lifecycle and Commands
    Lecture 32 Airflow Lifecycle and Commands
    Lecture 33 DAG Setup - Data Splitting, User Genre Matrix Generation, Training & Evaluation
    Lecture 34 train_and_deploy.py W/O Airflow
    Lecture 35 Optional - DAG Assets Validation
    Section 5: Building Microservices for MLFlow and Airflow using Docker
    Lecture 36 docker-compose.yml Lifecycle (Theory)
    Lecture 37 Dockerfile (Python and Airflow)
    Lecture 38 Microservices - docker-compose.yml
    Lecture 39 Building Docker Image for Python
    Lecture 40 Building Docker Image for Airflow
    Section 6: ML Pipeline Orchestration - Airflow Triggers and MLFlow Experiments
    Lecture 41 Build and Compose up the Microservices
    Lecture 42 Orchestrating the ML Job Triggers and Logs
    Section 7: Song Recommender System Web App
    Lecture 43 Import required modules
    Lecture 44 Load Pkl Model
    Lecture 45 Fallback condition for recommender system
    Lecture 46 Load and Fetch cache Data
    Lecture 47 Building UI for song recommender system
    Lecture 48 Filter and Join recommendations
    Lecture 49 Testing the recommender app in localhost environment
    Lecture 50 Push the codebase to Github repository
    Lecture 51 Deploy recommender app to Streamlit cloud with Github CI/CD
    Section 8: Challenges / Takeaways / Homework
    Lecture 52 Automating ML Pipeline Song Recommendation: Challenges / Takeaways / Homework
    Lecture 53 Thank you!
    Lecture 54 Codebase Artifacts
    Students pursuing studies in data science, computer science, or related disciplines who want to enhance their practical skills in machine learning and automation.,Individuals looking to deepen their understanding of machine learning and its applications in real-world scenarios, particularly in recommendation systems.,Programmers interested in expanding their skill set to include machine learning concepts and automation practices using tools like Docker, MLFlow, and Airflow.,Professionals wanting to learn how to build and automate machine learning pipelines and improve their workflow efficiency.,Anyone with a foundational knowledge of machine learning who wants to gain practical experience in implementing algorithms and automating processes.,Individuals looking to enhance their qualifications and job prospects by adding machine learning and automation expertise to their portfolio.
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    Book Editing Basics

    Book Editing Basics



    Published 10/2024
    MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
    Language: English | Size: 527.32 MB | Duration: 0h 40m

    Creating Conversational Dialogue and Book Editing


    What you'll learn
    Learn how to create believable dialogue between characters.
    Learn the proper use of dialogue tags and descriptive sentences.
    Learn the basics of editing your book before you publish.
    Learn practical tools to polish your manuscript until it shines.
    Requirements
    No experience needed.
    Description
    Participants in this course will learn how to create believable dialogue between their characters to give readers an authentic experience. They will learn different dialogue tags along with how and when to use them. They will learn the proper use of descriptive sentences to describe emotion or what is happening in a scene, as well as creating conversation between characters that flow. Authors will learn how to "hear" their characters and translate that onto the page for readers to enjoy. Editing skills are a must for new authors and seasoned authors alike. Students will learn basic editing techniques that will allow them to edit their book to make it the best manuscript possible. No matter whether you self-publish, or want to get a manuscript ready for submission to a publisher or literary agent, basic editing skills to polish your manuscript are essential for every author. Readers love to read well-written books where they get swept up in the story. Authors will be able to add new skills to their author toolbox to help them write their book and make it the best it can be. In this way, writers will develop their unique voice as an author that will translate onto the page.
    Overview
    Section 1: Introduction
    Lecture 1 Introduction
    Section 2: Creating Conversation
    Lecture 2 Creating Believable Dialogue Between Characters
    Lecture 3 Editing Basics
    Lecture 4 Practice
    Section 3: Conclusion
    Lecture 5 Conclusion
    Beginners to Advanced
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    Branch Accounting From Domestic to Foreign Operations

    Branch Accounting: From Domestic to Foreign Operations



    Published 10/2024
    MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
    Language: English | Duration: 4h 33m | Size: 1.69 GB

    Master branch accounting, including foreign branches, and become an expert in managing dependent, independent accounts


    What you'll learn
    Types of Branches and Their Accounting Methods: Students will understand the different types of branches (dependent, independent, and foreign).
    Managing Branch Accounts: They will gain hands-on experience in managing branch transactions, including charging goods to branches, handling inter-branch.
    Reconciliation and Consolidation: Students will learn how to reconcile branch accounts, consolidate branch balances with the head office,.
    Foreign Branch Accounting: Special focus will be given to foreign branch accounting, covering key concepts like control by the reporting enterprise.
    Practical Application through Examples: Throughout the course, students will work on practical examples, solving real-life scenarios.
    Understanding International Branch Operations: Students will understand the complexities involved in managing foreign branches, including currency exchange.
    By the end of the course, students will be proficient in branch accounting, from domestic branches to foreign operations.
    Requirements
    Basic Knowledge of Accounting: A foundational understanding of general accounting principles such as the double-entry system, debit and credit, financial statements, and journal entries.
    Familiarity with Financial Statements: Students should be comfortable with preparing and interpreting basic financial statements, including balance sheets, income statements, and cash flow statements.
    Understanding of Cost Accounting: While not mandatory, familiarity with cost accounting concepts (such as cost allocation and transfer pricing) would be beneficial, as they are often relevant to branch accounting.
    Basic Excel Skills: Proficiency in using Microsoft Excel (or similar software) to prepare financial reports, manipulate data, and perform basic financial calculations will be helpful for completing exercises and examples in the course.
    Interest in Branch and International Accounting: A genuine interest in accounting for multi-location businesses, including domestic branches, foreign branches, and international transactions, will enable students to understand the complex nature of branch accounting.
    Description
    Branch accounting is a critical concept in the world of corporate finance, especially for companies operating in multiple locations. This course offers a deep dive into the intricacies of branch accounting, focusing on both domestic and foreign branches. The course covers various methods for handling branch transactions, creating branch accounts, and consolidating financial statements for effective business management. Whether you are a finance professional, an accountant, or a business student, this course will equip you with the necessary skills to manage complex branch accounting structures.Section 1: Introduction to BranchesThe course kicks off with a foundational understanding of branch accounting. In this section, students will be introduced to the concept of branches and the various types of branches that exist in business operations, including foreign branches. The course explores the role of branches in business growth and expansion, setting the stage for the more complex accounting methods to be explored in later sections.Section 2: Types of BranchesIn this section, students will learn about the different types of branches that a company might operate. This includes dependent and independent branches, along with foreign branches. The differences in accounting treatment between these branches are explored, providing students with a broad view of the various types of branch setups and their impact on financial reporting.Section 3: Branch AccountsBranch accounts are an essential part of the branch accounting process. This section delves into the various methods used to charge goods to branches, including the Debtors Method, Stock Method, and Final Account Method. Students will learn how to prepare the branch's trading and profit & loss accounts, with a focus on handling goods invoiced at selling prices, accounting for physical losses, and more. Practical examples will be worked through to reinforce the application of these methods.Section 4: Independent Branch AccountingThe concept of independent branches is explored in this section. Students will gain an understanding of how to reconcile independent branch accounts with the head office and prepare consolidated financial statements. Topics such as incorporating branch balances into the head office books, transferring revenue accounts, and dealing with incomplete information will also be covered in depth. The section includes various practical examples to help learners understand the reconciliation process.Section 5: Foreign Branch AccountingForeign branch accounting introduces unique challenges due to the complexities of currency conversion, international regulations, and taxation. This section explores how to manage foreign branch accounts, including control by the reporting enterprise and handling problems unique to foreign operations. Students will work through practical examples to solve issues that arise when dealing with foreign branches.Section 6: ConclusionThe final section wraps up the course with a summary of key learnings and practical takeaways. Students will be equipped with the necessary skills to handle branch accounting for both domestic and international branches, and understand the intricacies of reconciling and consolidating financial data across multiple locations.ConclusionBy the end of this course, students will have a comprehensive understanding of branch accounting methods, the treatment of foreign branches, and how to consolidate financial statements. Whether dealing with dependent branches, independent branches, or foreign operations, learners will gain the expertise to manage complex accounting systems effectively and accurately. This course prepares professionals for real-world accounting challenges in a globalized business environment.This course provides a complete understanding of branch accounting systems, from domestic branches to foreign operations, offering students the tools needed to manage multi-location accounting structures with confidence.
    Who this course is for
    Accounting Students: Individuals pursuing a degree or certification in accounting, who want to deepen their understanding of specialized topics like branch accounting, inter-branch transactions, and financial consolidation.
    Finance Professionals: Accountants, financial analysts, and auditors working in organizations with multiple branches, including international branches, who need to manage branch-specific financial records and consolidate them into the parent company's financial statements.
    Corporate Accountants: Professionals who handle the accounting processes for companies with multiple domestic or foreign branches, helping them understand how to manage, report, and reconcile branch accounts efficiently.
    Business Owners and Managers: Entrepreneurs and managers of businesses that have or plan to expand into different locations or international markets, helping them understand the complexities of accounting for different branches or subsidiaries.
    Financial Consultants: Advisors working with organizations on how to structure their branch accounting systems, reconcile inter-branch transactions, and consolidate financial results into comprehensive reports.
    Homepage:
    Code:
    https://www.udemy.com/course/branch-accounting-from-domestic-to-foreign-operations/
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  8. #1338
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    Business Combinations and Acquisitions An Accounting Guide

    Business Combinations and Acquisitions: An Accounting Guide



    Published 10/2024
    MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
    Language: English | Duration: 6h 40m | Size: 2.32 GB

    Master the art of business combinations, acquisitions, and valuations, and gain the expertise for decision-making.

    What you'll learn
    Understanding Business Combinations: Students will learn what qualifies as a business combination, including recognizing transactions.
    Acquisition Methods: The course will provide in-depth insights into the application of the acquisition method.
    Accounting for Goodwill and Intangible Assets: Students will understand how to recognize and measure goodwill and intangible assets acquired.
    Consideration in Business Combinations: The course covers how to determine and account for consideration in mergers and acquisitions.
    Tax Implications: Students will explore the income tax implications of business combinations and how these affect financial statements.
    Valuation Techniques: The course will focus on various valuation techniques used in business combinations, including valuation of intangible assets.
    Reverse Acquisitions and Asset Acquisitions: Students will learn the specifics of reverse acquisitions and how asset acquisitions differ from traditional ways.
    Practical Examples and Case Studies: Throughout the course, students will work through real-world examples and case studies.
    By the end of the course, students will have a robust understanding of how to account for business combinations
    Requirements
    Basic Accounting Knowledge: A foundational understanding of accounting principles, such as the preparation of financial statements, balance sheets, and income statements, is essential. Familiarity with the accounting equation and financial reporting standards will be beneficial.
    Understanding of Financial Statements: Students should have a grasp of the different types of financial statements (e.g., income statement, balance sheet, and cash flow statement) and how they are used in business analysis.
    Introductory Knowledge of Business: A general understanding of business operations, organizational structures, and basic corporate finance concepts will help students relate to the practical applications of business combinations.
    Familiarity with Financial Reporting Standards: Basic knowledge of accounting standards such as GAAP (Generally Accepted Accounting Principles) or IFRS (International Financial Reporting Standards) will help in understanding the regulatory framework under which business combinations are recorded.
    Mathematical Skills: Some basic math skills, especially in relation to percentages and financial calculations, will be useful when working through valuation techniques and accounting for consideration in business combinations.
    Description
    This course offers an in-depth exploration of business combinations, focusing on various types of transactions, the recognition and application of acquisition methods, and the accounting treatment of business combinations in accordance with global accounting standards. Covering concepts from business combinations to reverse acquisitions, intangible assets, and tax implications, this course equips learners with the tools to navigate complex acquisition processes. With practical examples and case studies, students will gain the knowledge necessary to make informed decisions in business acquisitions, mergers, and consolidations.Section 1: IntroductionIn this section, students are introduced to the concept of business combinations. The first lecture defines business combinations and sets the stage for understanding their strategic importance. Students will get a foundational grasp of how business combinations fit into broader corporate strategies.Section 2: Transactions that are Business CombinationsThis section delves into the types of transactions that qualify as business combinations, highlighting how to recognize such transactions. The section also covers distinctions between business combinations and asset acquisitions, followed by practical examples to demonstrate real-world applications.Section 3: Identifying Business CombinationsStudents will learn to identify business combinations, including the complexities involved in mutual enterprise combinations and exchanges of assets between companies. This section will also explore exceptions to business combinations and the concept of common control transactions.Section 4: Applying the Acquisition MethodThe focus here shifts to the application of the acquisition method in business combinations. Key topics include how to identify the acquirer, the role of new companies as acquirers, and how to determine the acquisition date. Real-life examples help solidify the understanding of these concepts, including defensive intangible assets and inventory.Section 5: ConsiderationThis section explores the various types of consideration in business combinations and their accounting treatment. Topics include determining the classification of consideration, approaches to business combination settlement, and examples of employee compensation and acquisition costs. Through detailed examples, learners will grasp how consideration impacts financial statements.Section 6: Reverse AcquisitionStudents will study reverse acquisitions in detail, including their accounting implications. The concept of Variable Interest Entities (VIE) and Special Purpose Entities (SPE) will also be introduced, helping students understand complex acquisition scenarios that defy traditional acquisition structures.Section 7: Intangible Assets Acquired in a Business CombinationThis section focuses on how intangible assets acquired during a business combination are identified and valued. Topics such as the contractual-legal criterion, separability criterion, and the identification of customer-related intangible assets will be thoroughly discussed.Section 8: Income Tax Implications in Business CombinationsUnderstanding the tax implications of business combinations is crucial for strategic decision-making. This section covers the tax considerations when combining businesses and how to account for partial acquisitions. Students will also learn how to determine financial statements' tax impacts and work through examples.Section 9: Valuation and Common Control TransactionsThis section dives into the complexities of valuation techniques used in business combinations. Students will also explore common control transactions, discussing how they differ from other business combinations and their accounting treatment.Section 10: Asset AcquisitionIn the final section, students will focus on asset acquisitions-when they occur and how they are accounted for. Detailed examples and case studies will show how asset acquisitions differ from business combinations and how to assess the value of assets in these transactions.Conclusion:By the end of this course, students will have gained comprehensive knowledge of the various types of business combinations, the intricacies of applying the acquisition method, and the impact of tax, valuation, and intangible assets on these transactions. With hands-on examples and real-world applications, students will be well-equipped to manage or advise on business combinations in a practical business setting.
    Who this course is for
    Accounting and Finance Professionals: Individuals working in accounting, finance, or auditing who want to deepen their understanding of business combinations, mergers, acquisitions, and related accounting processes.
    Corporate Finance and Strategy Professionals: Business managers, corporate strategists, and consultants involved in M&A (Mergers and Acquisitions) processes, or who need to understand how to account for and structure business combinations.
    Students in Finance and Accounting: University students or recent graduates pursuing degrees or certifications in finance, accounting, or business administration who seek practical knowledge and real-world application in business combinations and acquisitions.
    Aspiring CFOs and Financial Analysts: Those preparing for senior roles in finance, such as Chief Financial Officer (CFO) or financial analysts, who will be involved in business transactions, corporate restructuring, or acquisitions.
    Investment Bankers and M&A Advisors: Professionals working in investment banking, mergers, and acquisitions advisory firms who need a strong grasp of the financial and accounting implications of business combinations.
    Legal Professionals in Corporate Law: Lawyers or legal consultants specializing in corporate law or M&A transactions who need to understand the accounting aspects of business combinations to better advise clients.
    Homepage:
    Code:
    https://www.udemy.com/course/business-combinations-and-acquisitions-an-accounting-guide/
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  9. #1339
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    Business Model Canvas Detailed With Two Case Studies

    Business Model Canvas Detailed With Two Case Studies



    Published 10/2024
    MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
    Language: English | Size: 318.44 MB | Duration: 1h 29m

    How to develop a Full Business Model Canvas based on two typical businesses


    What you'll learn
    Business Model Canvas as a Model for planning new ventures in business
    Identification of Value added Propositions
    Identification of Customer Segments, Channels and Relations
    Identification of Activities in a Business, Partners and Resources
    Definition of Revenue Streams and Cost Structures
    Requirements
    Familiarity with business processes
    Description
    Business Model Canvas (BMC) is a tool meant to make business analysis easier through as structured approach. Much like DeBono's 6 hats or Ishikawa's Cause and Effect diagram, BMC is a group effort consisting of a team that will define 9 business blocks. These blocks will be used to prepare a model for any idea that is planned for in an organization. Such ideas can be startups, new process, new projects, product development or strategic plans.The 9 blocks contain such units as Value Propositions, which defines what we would be offering to our customers or beneficiaries. Customer Segments defines the different groups of individuals or organizations our company wishes to reach and give value to. And so on for the other blocks.The BMC practice consists of brainstorming sessions between experts covering the 9 blocks, who aim at defining each of them in a precise and concise manner. BMC is not a project plan, nor a business plan. It is a model that allows management to justify the decision to go on with the "idea", to modify it or even reject it.This course consists of 3 lectures which define the 9 blocks. Following each definition, the lecture will present the way the block is used for two fictitious companies: ProntoCab, an online / app driven taxi company and ProntoProduce, a virtual market that links customers shopping for fruits and vegetables to suppliers of the same, allowing them quick delivery over a diverse set of products.The lectures amd sections are broken down as follows:Lecture 1 - BackgroundA.Background and Course StructureLecture 2 - Defining the ModelB.Definition of the Business Model CanvasLecture 3 - Developing the Model + Two Case StudiesC.The 3-Stage Process for Developing the Business Canvas ModelD.The Two Case Studies we Shall Prepare a Model forLecture 4 - Definition of the first 4 Blocks + 2 Case StudiesE.The Value Propositions and the 3 External BlocksLecture 5 - Definition of the last 5 Blocks + 2 Cases StudiesF.The 3 Internal and 2 Quantitative BlocksLecture 6 - A Few Examples from Large CompaniesG.A Few Example Models from the Web
    Overview
    Section 1: Introduction
    Lecture 1 Background and Course Structure
    Lecture 2 Developing the Model
    Lecture 3 Defining the 9 Blocks + Two Cases and Examples
    Lecture 4 Definition of the first 4 Blocks + 2 Case Studies
    Lecture 5 Definition of the last 5 Blocks + 2 Cases Studies
    Lecture 6 A Few Examples from Large Companies
    This course aims at teaching the method of developing "Business Manager Canvas", a tool that defines a future project, investment, startup or process.
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  10. #1340
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    Clickbank Mastery Course Make Money On Clickbank Fast

    Clickbank Mastery Course: Make Money On Clickbank Fast



    Published 10/2024
    MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
    Language: English | Size: 703.32 MB | Duration: 0h 57m

    Comprehensive Fast Track Clickbank Mastery Course to Help Beginners Make Money Online In Under 24 Hours !APPROVED!


    What you'll learn
    Fast Track Method To Help You Make Your 1st Clickbank Commission Within 24 Hours
    Marketplace Overview. Choose The Right Product, Low Ticket/High Ticket, Mobile Friendly To Boost Conversions
    Get Access To My #No 1 Buyer Traffic Network That Is Proven And Tested To Build a High Quality List And Bring In Mass Clickbank Sales On Autopilot
    Gain the skills to create a profitable free traffic campaign Which You Can Use To Build a List And Make Sales, No Investment Required
    Requirements
    This course will require some investment recommendations for marketing purposes, even though this is optional because I have covered FREE traffic training inside this course
    Description
    A lot of people down here are looking to get instant results without having to watch hours of videos.This is where my "CLICKBANK MASTERY COURSE" comes in to place where you can watch all the training videos in under one hour, implement what you learn and start seeing clickbank commissions pouring in within hours like clockwork.If you have a strong desire to achieve your dreams by making clickbank commissions on a regular basis without having to jump from one product to another, without having to chase anyone, and without having to do any cold calling then this is the best course for you.Let me ask you a simple question, how long have you been trying to make money with clickbank as a affiliate? couple of weeks? couple of months? couple of years?Doesn't matter how long you have been trying, weather you are a complete beginner or a advance marketer, this course has been designed to help you all the way through and take your affiliate marketing business to the next level.99% people fail online because either they give up very quickly or they have no clue on how to get quality and targeted traffic to affiliate offers.I have covered free and paid traffic methods because traffic is the king when it comes to online marketing, my goal is to help you become a traffic expert.The good part is that you don't need to be an expert or have any prior experience, this is perfect for newbies, you can go through this course at your spare time and learn everything step by step. I am here to help you all the way through.So are you ready for this incredible journey?LETS GOOOOOOOOOO.
    Overview
    Section 1: Introduction
    Lecture 1 Introduction
    Lecture 2 You Were Born Rich
    Lecture 3 Secret Of The Millionaire Mind
    Lecture 4 Clickbank Training
    Lecture 5 Clickbank Landing Page
    Lecture 6 Clickbank List Building
    Lecture 7 Clickbank Free Traffic Methods
    Lecture 8 Clickbank Paid Traffic Methods
    This is a fast track success course for anyone who wants to see commissions pouring in within 24 hours after implementation,This course is for all levels - 100% newbie friendly - Available worldwide
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