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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

    Advanced Quantitative Statistics with Excel

    Skills you'll gain: Regression Analysis, Microsoft Excel, Statistical Hypothesis Testing, Data-Driven Decision-Making, Data Visualization, Business Analysis, Statistical Analysis, Statistical Methods, Spreadsheet Software, Data Analysis, Correlation Analysis, Case Studies, Statistical Modeling, Statistical Inference, Probability & Statistics, Variance Analysis, Data Manipulation

    ★ 4.8 (14) · Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    EV Evolution: Comprehensive Introduction to EVs

    Skills you'll gain: Sustainable Technologies, Electrical Systems, Electronic Components, Electric Power Systems, Power Electronics, Sustainable Development, Electrical Engineering, Environmental Issue, Emerging Technologies, Energy and Utilities, Climate Change Mitigation, Environment

    ★ 4.3 (75) · Beginner · Course · 1 - 4 Weeks

  • J

    JetBrains

    AI-Assisted Programming

    Skills you'll gain: Application Development, Application Deployment, Generative AI Agents, Large Language Modeling, Software Development Tools, LLM Application, AI literacy, IntelliJ IDEA, Agentic Workflows, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Integrated Development Environments, Agentic systems, Code Review, Software Development, Software Development Life Cycle

    ★ 3.3 (9) · Beginner · Course · 1 - 3 Months

  • E

    EDUCBA

    Unity: Create a 2D Jetpack Joyride Clone Game

    Skills you'll gain: Animation and Game Design, Unity Engine, Animations, User Interface (UI), Game Design, Video Game Development, UI Components, User Interface (UI) Design, Virtual Environment, Visualization (Computer Graphics), Computer Graphic Techniques, Code Reusability, C# (Programming Language), Scripting

    Mixed · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Analyze and Deploy Applications Using Docker Containers

    Skills you'll gain: Docker (Software), Containerization, Application Deployment, DevOps, Development Environment, Continuous Delivery, Cloud Deployment, Devops Tools, Software Architecture, WordPress, Data Storage, Virtual Networking, Configuration Management, Spring Boot, MySQL, Data Management, Software Installation, Data Persistence

    Beginner · Specialization · 1 - 3 Months

  • E

    EDUCBA

    Oracle PL/SQL: Design & Optimize Subprograms

    Skills you'll gain: PL/SQL, Oracle Databases, Stored Procedure, SQL, Database Development, Performance Tuning, Database Application, Database Management, Business Logic, Data Access, Code Reusability, Maintainability, Debugging

    Mixed · Course · 1 - 4 Weeks

  • U

    University of California San Diego

    Capstone: Analyzing (Social) Network Data

    Skills you'll gain: Social Network Analysis, Network Analysis, Peer Review, Graph Theory, Technical Communication, Data Structures, Algorithms, Analysis, Computer Science

    ★ 4.7 (101) · Mixed · Course · 1 - 3 Months

  • C

    Coursera

    How to Series on Personal Development Topics

    Skills you'll gain: Growth Mindedness, Empowerment, Personal Development, Emotional Intelligence, Resilience, Self-Awareness, Accountability, Personal Integrity, Lifelong Learning, Willingness To Learn, Assertiveness

    ★ 4.8 (24) · Beginner · Course · 1 - 4 Weeks

  • A

    Arizona State University

    Sustainability Challenges for the Planet and Employers

    Skills you'll gain: Sustainable Development, Sustainability Reporting, Waste Minimization, Interactive Learning, Sustainable Business, Sustainable Architecture, Corporate Sustainability, Construction, Student Engagement, Environment, Environmental Issue, Key Performance Indicators (KPIs), Goal Setting, Climate Change Adaptation, Problem Solving, Professional Development, Action Oriented, Peer Review, Business Communication

    ★ 4.5 (25) · Beginner · Course · 1 - 3 Months

  • K

    Korea Advanced Institute of Science and Technology(KAIST)

    Practical Python for AI Coding 2

    Skills you'll gain: Matplotlib, Tensorflow, NumPy, Pandas (Python Package), Object Oriented Programming (OOP), Seaborn, Python Programming, Artificial Intelligence and Machine Learning (AI/ML), Keras (Neural Network Library), Scikit Learn (Machine Learning Library), Data Manipulation

    ★ 4.6 (26) · Beginner · Course · 1 - 3 Months

  • N

    Novartis

    Targets, Assays & Screening

    Skills you'll gain: Drug Development, Pharmaceuticals, Pre-Clinical Development, Pharmacology, Biochemical Assays, Laboratory Research, Biochemistry, Verification And Validation, Chemistry, Molecular Biology

    ★ 4.9 (37) · Intermediate · Course · 1 - 4 Weeks

  • N

    NIIT

    Introduction to building Web Pages using HTML5 and CSS3

    Skills you'll gain: HTML and CSS, Hypertext Markup Language (HTML), Cascading Style Sheets (CSS), Web Development Tools, Web Design and Development, Web Design, Web Development, Front-End Web Development, Software Development Tools, Semantic Web, Development Environment, Integrated Development Environments

    ★ 3.1 (37) · Beginner · Course · 1 - 4 Weeks

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

  • Advanced Quantitative Statistics with Excel: Coursera
  • EV Evolution: Comprehensive Introduction to EVs: Coursera
  • AI-Assisted Programming: JetBrains
  • Unity: Create a 2D Jetpack Joyride Clone Game: EDUCBA
  • Analyze and Deploy Applications Using Docker Containers: EDUCBA
  • Oracle PL/SQL: Design & Optimize Subprograms: EDUCBA
  • Capstone: Analyzing (Social) Network Data: University of California San Diego
  • How to Series on Personal Development Topics: Coursera
  • Sustainability Challenges for the Planet and Employers: Arizona State University
  • Practical Python for AI Coding 2: Korea Advanced Institute of Science and Technology(KAIST)

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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