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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


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    The Hong Kong University of Science and Technology

    Understanding Modern Physics I: Relativity and Cosmology

    Skills you'll gain: Physics, Mechanics, General Science and Research, Physical Science, Systems Of Measurement, Mathematical Modeling, Applied Mathematics, Scientific Visualization

    4.6
    Rating, 4.6 out of 5 stars
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    173 reviews

    Beginner · Course · 1 - 3 Months

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    Packt

    Foundations of Generative AI and LangChain

    Skills you'll gain: LangChain, Prompt Engineering, LangGraph, Prompt Patterns, Generative AI Agents, Generative AI, LLM Application, Generative Model Architectures, Prompt Engineering Tools, AI Workflows, Large Language Modeling, OpenAI, Image Analysis, Multimodal Prompts, Memory Management, Model Context Protocol, Python Programming, Agentic systems

    Beginner · Course · 1 - 4 Weeks

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    University of Michigan

    Extended Reality for Everybody

    Skills you'll gain: Augmented and Virtual Reality (AR/VR), Augmented Reality, Storyboarding, Virtual Reality, Unreal Engine, Interactive Design, Usability Testing, Design Thinking, 3D Assets, Virtual Environment, User Experience, Experience Design, Prototyping, Unity Engine, User Experience Design, Interaction Design, Visual Storytelling, Design, Disabilities, Emerging Technologies

    4.7
    Rating, 4.7 out of 5 stars
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    602 reviews

    Beginner · Specialization · 1 - 3 Months

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    Imperial College London

    Introduction to Statistics & Data Analysis in Public Health

    Skills you'll gain: Analytical Skills, Science and Research, Sampling (Statistics), Statistical Hypothesis Testing, Data Literacy, Statistical Analysis, R (Software), Data Analysis, Statistical Software, Statistical Programming, Probability & Statistics, Statistical Methods, Data Analysis Software, R Programming, Statistics, Public Health, Statistical Inference, Descriptive Statistics, Probability Distribution

    4.7
    Rating, 4.7 out of 5 stars
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    1.6K reviews

    Beginner · Course · 1 - 4 Weeks

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    University of London

    Teaching EFL/ESL Reading: A Task Based Approach

    Skills you'll gain: Literacy, English Language, Language Learning, Vocabulary, Grammar

    4.7
    Rating, 4.7 out of 5 stars
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    663 reviews

    Intermediate · Course · 1 - 3 Months

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    LearnKartS

    Mastering Self Management Skills for Career Growth

    Skills you'll gain: Negotiation, Critical Thinking and Problem Solving, Prioritization, Conflict Management, Time Management, De-escalation Techniques, Communication, Stress Management, Empathy & Emotional Intelligence, Problem Solving, Closing (Sales), Critical Thinking, Communication Strategies, Business Priorities, Goal-Oriented, Professionalism, Emotional Intelligence, Business Ethics, Goal Setting, Self-Awareness

    4.7
    Rating, 4.7 out of 5 stars
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    386 reviews

    Beginner · Specialization · 3 - 6 Months

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    École Polytechnique Fédérale de Lausanne

    Interest Rate Models

    Skills you'll gain: Portfolio Risk, Derivatives, Financial Market, Risk Modeling, Securities (Finance), Futures Exchange, Risk Management, Investments, Financial Modeling, Market Data, Portfolio Management, Mathematical Modeling, Finance, Probability, Statistical Modeling, Estimation, Applied Mathematics

    4.5
    Rating, 4.5 out of 5 stars
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    198 reviews

    Advanced · Course · 1 - 3 Months

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    Microsoft

    Software Testing Fundamentals and Methodologies

    Skills you'll gain: Software Testing, Software Quality Assurance, Acceptance Testing, System Testing, Functional Testing, Software Quality (SQA/SQC), Quality Assurance, Behavior-Driven Development, Unit Testing, Verification And Validation, Test Tools, Test Planning, Integration Testing, User Acceptance Testing (UAT), Test Case, Software Development Life Cycle, Systems Development Life Cycle, User Story, Development Environment, Quality Control

    Beginner · Course · 1 - 3 Months

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    University of Minnesota

    Plant Science for Gardeners

    Skills you'll gain: Life Sciences, Environmental Science, Plant Operations and Management, Biology, Environment, General Science and Research, Sustainability Standards

    Beginner · Course · 1 - 4 Weeks

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    John Wiley & Sons

    Organizational Capacity and Donor Engagement Strategies

    Skills you'll gain: Fundraising, Fundraising and Crowdsourcing, Budget Management, Philanthropy, Budgeting, Prospecting and Qualification, Strategic Marketing, Brand Marketing, Campaign Planning, Campaign Management, Promotions and Campaigns, Digital Marketing, Marketing Strategies, Proposal Development, Organizational Strategy, Digital Brand Strategy, Capacity Planning, Proposal Writing, Driving engagement, Relationship Building

    Intermediate · Course · 3 - 6 Months

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    Macquarie University

    Leading transformations: Manage change

    Skills you'll gain: Change Management, Organizational Change, Business Transformation, Leadership and Management, Influencing, Open Mindset, Cognitive flexibility, Leadership, Adaptability, Leadership Development, Resource Management, Resourcefulness, Process Mapping, Growth Mindedness, Gap Analysis, Dealing With Ambiguity, Overcoming Obstacles, Performance Measurement, Creative Thinking

    4.7
    Rating, 4.7 out of 5 stars
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    1.7K reviews

    Beginner · Course · 1 - 3 Months

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    The University of Hong Kong

    Implant Dentistry

    Skills you'll gain: Dental Procedures, Dentistry, Treatment Planning, Surgical Suturing, Oral and Dental Care, Patient Evaluation, Dental Care, Patient Treatment, Surgery, Oral Health, Medical Equipment and Technology, Biology, Radiology, Risk Analysis

    4.8
    Rating, 4.8 out of 5 stars
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    1.7K reviews

    Mixed · Course · 1 - 3 Months

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

  • Understanding Modern Physics I: Relativity and Cosmology: The Hong Kong University of Science and Technology
  • Foundations of Generative AI and LangChain: Packt
  • Extended Reality for Everybody: University of Michigan
  • Introduction to Statistics & Data Analysis in Public Health: Imperial College London
  • Teaching EFL/ESL Reading: A Task Based Approach: University of London
  • Mastering Self Management Skills for Career Growth: LearnKartS
  • Interest Rate Models: École Polytechnique Fédérale de Lausanne
  • Software Testing Fundamentals and Methodologies: Microsoft
  • Plant Science for Gardeners: University of Minnesota
  • Organizational Capacity and Donor Engagement Strategies: John Wiley & Sons

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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