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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


  • U

    University of Michigan

    Sampling People, Networks and Records

    Skills you'll gain: Sampling (Statistics), Sample Size Determination, Data Collection, Surveys, Quantitative Research, Statistical Methods, Statistical Analysis, Statistical Software, Probability & Statistics, Probability, Network Analysis

    4.3
    Rating, 4.3 out of 5 stars
    ·
    110 reviews

    Beginner · Course · 1 - 3 Months

  • B

    Birla Institute of Technology & Science, Pilani

    General Physics

    Skills you'll gain: Physics, Mechanics, Mechanical Engineering, Engineering, Applied Mathematics, Vibrations, Physical Science, Engineering Analysis, Trigonometry, electromagnetics, Mathematical Theory & Analysis, Problem Solving, Science and Research, Analytical Skills, Computer Science, Critical Thinking and Problem Solving, Logical Reasoning, Research, Software Development, Critical Thinking

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Psychological Safety

    Skills you'll gain: Workplace inclusivity, Diversity Equity and Inclusion Initiatives, Empowerment, Resilience, Personal Development, Self-Awareness, Teamwork, Collaboration, Constructive Feedback, Relationship Building, Active Listening, Interpersonal Communications

    4.7
    Rating, 4.7 out of 5 stars
    ·
    56 reviews

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    NumPy, Matplotlib & Pandas – Data Science Prerequisites

    Skills you'll gain: NumPy, Plot (Graphics), Pandas (Python Package), Scientific Visualization, Data Manipulation, Scatter Plots, Machine Learning, Data Science, Data Analysis Software, Histogram, Numerical Analysis, Linear Algebra, Probability Distribution, Classification Algorithms, Regression Analysis

    4.4
    Rating, 4.4 out of 5 stars
    ·
    8 reviews

    Beginner · Course · 1 - 3 Months

  • U

    University of London

    C++ Programming: Classes and Data

    Skills you'll gain: C++ (Programming Language), Object Oriented Programming (OOP), C and C++, File I/O, Programming Principles, Data Structures

    Build toward a degree

    4.8
    Rating, 4.8 out of 5 stars
    ·
    64 reviews

    Intermediate · Course · 1 - 4 Weeks

  • B

    Board Infinity

    Essential Testing Techniques in Software Development

    Skills you'll gain: Software Testing, Test Case, Integration Testing, System Testing, Software Development Life Cycle, Acceptance Testing, Software Quality Assurance, Unit Testing, White-Box Testing, Regression Testing, Usability Testing

    4.6
    Rating, 4.6 out of 5 stars
    ·
    23 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    AI Content Creation with DALL-E: Visual SEO Strategy

    Skills you'll gain: Prompt Engineering, Generative AI, Blogs, Search Engine Optimization, Content Strategy, Web Content, Content Creation, Keyword Research, ChatGPT

    4.8
    Rating, 4.8 out of 5 stars
    ·
    23 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • F

    Fred Hutchinson Cancer Center

    AI for Decision Makers

    Skills you'll gain: Responsible AI, AI Enablement, Technology Strategies, Artificial Intelligence, Business Ethics, Strategic Leadership, Artificial Intelligence and Machine Learning (AI/ML), Project Management, Legal Risk, Law, Regulation, and Compliance, Ethical Standards And Conduct, LLM Application, Decision Making, Generative AI, Needs Assessment, Mitigation

    4.6
    Rating, 4.6 out of 5 stars
    ·
    22 reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Create Student Books with Book Creator

    Skills you'll gain: Digital pedagogy, Education Software and Technology, digital literacy, Collaborative Software

    4.6
    Rating, 4.6 out of 5 stars
    ·
    49 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Generative AI and Large Language Models

    Skills you'll gain: Generative AI, Generative Model Architectures, Large Language Modeling, LLM Application, Generative Adversarial Networks (GANs), Retrieval-Augmented Generation, OpenAI, Hugging Face, Multimodal Prompts, Responsible AI, Embeddings, Prompt Engineering, AI Security, Autoencoders, Vision Transformer (ViT), Model Deployment, Image Analysis

    4.8
    Rating, 4.8 out of 5 stars
    ·
    8 reviews

    Intermediate · Course · 1 - 3 Months

  • U

    University of Minnesota

    Introduction to UX Design MasterTrack Certificate Program

    Skills you'll gain: Design Thinking, User Research, User Experience Design, Design Research, Usability Testing, User Centered Design, Graphic and Visual Design, Human Centered Design, Data Ethics, Ethical Standards And Conduct, Information Architecture

    4.1
    Rating, 4.1 out of 5 stars
    ·
    47 reviews

    Beginner · Course · 1 - 3 Months

  • F

    Fundação Instituto de Administração

    Models & Frameworks to Support Sales Planning

    Skills you'll gain: Sales Management, Sales Strategy, Customer Engagement, Sales Process, Sales, Sales Enablement, Sales Training, Customer Relationship Building, Business, Negotiation

    4.5
    Rating, 4.5 out of 5 stars
    ·
    80 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Sampling People, Networks and Records: University of Michigan
  • General Physics: Birla Institute of Technology & Science, Pilani
  • Psychological Safety: Coursera
  • NumPy, Matplotlib & Pandas – Data Science Prerequisites: Packt
  • C++ Programming: Classes and Data: University of London
  • Essential Testing Techniques in Software Development: Board Infinity
  • AI Content Creation with DALL-E: Visual SEO Strategy: Coursera
  • AI for Decision Makers: Fred Hutchinson Cancer Center
  • Create Student Books with Book Creator: Coursera
  • Generative AI and Large Language Models: Coursera

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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