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  • Applied Machine Learning

Applied Machine Learning Courses

Applied Machine Learning courses can help you learn data preprocessing, model selection, feature engineering, and evaluation metrics. You can build skills in implementing algorithms, optimizing performance, and interpreting results in practical contexts. Many courses introduce tools like Python, TensorFlow, and scikit-learn, that support developing machine learning models and applying AI techniques to solve real-world problems.


Popular Applied Machine Learning Courses and Certifications


  • C

    Coursera

    First Steps in Python with Jupyter Notebooks

    Skills you'll gain: Git (Version Control System), Version Control, GitHub, Jupyter, Python Programming, Programming Principles, Data Science, Generative AI, Development Environment, Integrated Development Environments, Computer Programming, Data Analysis

    Beginner · Course · 1 - 4 Weeks

  • I

    Imperial College London

    TensorFlow 2 시작하기

    Skills you'll gain: Keras (Neural Network Library), Tensorflow, Model Evaluation, Deep Learning, Convolutional Neural Networks, Transfer Learning, Data Preprocessing, Artificial Neural Networks, Computer Vision

    Intermediate · Course · 1 - 3 Months

  • B

    Board Infinity

    Foundations of Usability Testing

    Skills you'll gain: Usability Testing, Usability, Human Centered Design, Human Factors, Human Computer Interaction, Software Testing, User Experience Design, User Interface (UI), Web Content Accessibility Guidelines, User Experience, User Research, Risk Management Framework, Law, Regulation, and Compliance

    Advanced · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Master AI Tools & Robotics: Analyze, Automate, Innovate

    Skills you'll gain: Robotic Process Automation, Customer experience improvement, ChatGPT, Data Science, Machine Learning Methods

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Créer des lacs de données et des entrepôts de données sur Google Cloud

    Skills you'll gain: Data Lakes, Data Governance, Operational Databases, Metadata Management, Google Cloud Platform, Data Management, Data Architecture, Data Warehousing, Advanced Analytics, Cloud Storage, Data Integration, Data Security, Analytics, Data Processing, Applied Machine Learning

    4.8
    Rating, 4.8 out of 5 stars
    ·
    11 reviews

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Data Management with Azure: Implement Compliance Controls

    Skills you'll gain: Microsoft SQL Servers, Data Security, Microsoft Azure, Cloud Security, Database Management, Data Management, Data Access, Role-Based Access Control (RBAC)

    Intermediate · Guided Project · Less Than 2 Hours

  • K

    KodeKloud

    Linux for beginners with Hands-on Labs

    Skills you'll gain: Package and Software Management, Command-Line Interface, Linux Commands, Linux, Linux Administration, Unix Commands, File Systems, Data Storage, Network Troubleshooting, Operating Systems, Remote Access Systems, Operating System Administration, Software Installation, File Management, Service Management, General Networking, Network Security, User Accounts

    4.5
    Rating, 4.5 out of 5 stars
    ·
    19 reviews

    Beginner · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    Requirement Specifications for Autonomous Systems

    Skills you'll gain: Computational Logic, System Requirements, Functional Requirement, Theoretical Computer Science, Systems Analysis, Verification And Validation, Control Systems, Linear Algebra, Differential Equations, Applied Mathematics

    Build toward a degree

    3.4
    Rating, 3.4 out of 5 stars
    ·
    9 reviews

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    GenAI for Dynamic Advertising and Media Buying

    Skills you'll gain: Performance marketing, Google Ads, Media Buying, Content Performance Analysis, Advertising, Generative AI, Data Ethics, Campaign Management, Paid media, AI Personalization, Automation, Content Creation, Analytics

    Intermediate · Course · 1 - 4 Weeks

  • S

    Skillshare

    ChatGPT for Creatives: AI for SEO, Marketing & Workflow

    Skills you'll gain: Prompt Engineering, ChatGPT, Copywriting, AI Workflows, Blogs, Content Creation, Target Audience, Writing and Editing, Social Media Content, Business Research

    4.3
    Rating, 4.3 out of 5 stars
    ·
    14 reviews

    Mixed · Course · 1 - 4 Weeks

  • S

    Skillshare

    Cinematography & Videography Guide: Camera Basics

    Skills you'll gain: Cinematography, Videography, Photography, Photo/Video Production and Technology, Video Production, Image Quality

    Beginner · Course · 1 - 3 Months

  • U

    University of Leeds

    Exploratory Data Analysis

    Skills you'll gain: Exploratory Data Analysis, Data Cleansing, Statistical Methods, Statistical Modeling, Data Visualization, Statistics, R (Software), Data Analysis, Descriptive Statistics, Data Preprocessing, Box Plots, Data Visualization Software, Histogram, Probability, Probability Distribution

    4.6
    Rating, 4.6 out of 5 stars
    ·
    9 reviews

    Intermediate · Course · 1 - 4 Weeks

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In summary, here are 10 of our most popular applied machine learning courses

  • First Steps in Python with Jupyter Notebooks: Coursera
  • TensorFlow 2 시작하기: Imperial College London
  • Foundations of Usability Testing: Board Infinity
  • Master AI Tools & Robotics: Analyze, Automate, Innovate: EDUCBA
  • Créer des lacs de données et des entrepôts de données sur Google Cloud: Google Cloud
  • Data Management with Azure: Implement Compliance Controls: Coursera
  • Linux for beginners with Hands-on Labs: KodeKloud
  • Requirement Specifications for Autonomous Systems: University of Colorado Boulder
  • GenAI for Dynamic Advertising and Media Buying: Coursera
  • ChatGPT for Creatives: AI for SEO, Marketing & Workflow: Skillshare

Skills you can learn in Machine Learning

Python Programming (33)
Tensorflow (32)
Deep Learning (30)
Artificial Neural Network (24)
Big Data (18)
Statistical Classification (17)
Reinforcement Learning (13)
Algebra (10)
Bayesian (10)
Linear Algebra (10)
Linear Regression (9)
Numpy (9)

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