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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.


More to explore:

Popular Applied Machine Learning Courses and Certifications


  • Status: Free Trial
    Free Trial
    C

    Coursera

    Building AI Agents: Automation and NLP Foundations

    Skills you'll gain: CrewAI, Generative AI Agents, Responsible AI, AI Enablement, Artificial Intelligence and Machine Learning (AI/ML), AI Workflows, AI Orchestration, Artificial Intelligence, Agentic systems, OpenAI, Automation, LLM Application, Data Ethics, Model Evaluation, Innovation

    4.6
    Rating, 4.6 out of 5 stars
    ·
    26 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free
    Free
    D

    DeepLearning.AI

    Finetuning Large Language Models

    Skills you'll gain: Large Language Modeling, Prompt Engineering, Retrieval-Augmented Generation, Transfer Learning, Data Preprocessing

    4.6
    Rating, 4.6 out of 5 stars
    ·
    597 reviews

    Intermediate · Project · Less Than 2 Hours

  • Status: Preview
    Preview
    N

    National Taiwan University

    基礎光學一 (Introduction to Optics (1))

    Skills you'll gain: Experimentation, Physics, Medical Imaging, Engineering, Scientific, and Technical Instruments, Scientific Methods, Applied Mathematics, Scientific Visualization

    4.6
    Rating, 4.6 out of 5 stars
    ·
    71 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    L

    LearnQuest

    Managing Linux Systems

    Skills you'll gain: Package and Software Management, Linux Administration, Linux, System Monitoring, Linux Commands, Operating System Administration, File Systems, User Accounts, Command-Line Interface, Systems Administration, Data Storage, System Configuration, File Management, Data Storage Technologies, Network Monitoring, Network Administration, Software Installation, Network Troubleshooting

    4.5
    Rating, 4.5 out of 5 stars
    ·
    173 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    T

    The Hong Kong University of Science and Technology

    Calculus for Engineers

    Skills you'll gain: Calculus, Numerical Analysis, Integral Calculus, Engineering Calculations, Applied Mathematics, Differential Equations, Algebra, Trigonometry, Engineering Analysis, Advanced Mathematics, General Mathematics, Physics, Geometry, Arithmetic, Mathematical Theory & Analysis, Mathematical Modeling, Derivatives, Graphing, Deductive Reasoning

    4.9
    Rating, 4.9 out of 5 stars
    ·
    20 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    U

    Università Bocconi

    Challenges of Agribusiness Management

    Skills you'll gain: Innovation, Competitive Analysis, Sustainable Development, Food and Beverage, Corporate Sustainability, Market Dynamics, Business, Supply Chain Management, Environment and Resource Management, Climate Change Adaptation, Economics, Value Engineering, Product Knowledge, Consumer Behaviour

    4.8
    Rating, 4.8 out of 5 stars
    ·
    278 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    The Physics of Emergence: Introduction to Condensed Matter

    Skills you'll gain: Physics, Physical Science, Materials science, Chemistry, Mechanics, Advanced Mathematics, Mathematical Modeling, Computational Thinking, Simulations, Applied Mathematics, Calculus

    4.8
    Rating, 4.8 out of 5 stars
    ·
    19 reviews

    Beginner · Specialization · 1 - 3 Months

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    U

    Universidad Nacional Autónoma de México

    Innovar tu enseñanza con design thinking

    Skills you'll gain: Design Thinking, Student-Centred Learning, Creative Thinking, Brainstorming, Creative Problem-Solving, Innovation, Human Centered Design, Curriculum Development, Problem Solving, Needs Assessment, Collaboration, Constructive Feedback, Empathy

    4.8
    Rating, 4.8 out of 5 stars
    ·
    237 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    É

    École Polytechnique Fédérale de Lausanne

    Mécanique : Solide Indéformable

    Skills you'll gain: Torque (Physics), Mechanics, Engineering Analysis, Engineering Calculations, Vibrations, Applied Mathematics, Physics, Mathematical Modeling

    4.8
    Rating, 4.8 out of 5 stars
    ·
    34 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    Cloudera

    Analyzing Big Data with SQL

    Skills you'll gain: SQL, Apache Hive, Big Data, MySQL, Databases, PostgreSQL, Data Manipulation, Data Analysis, Virtual Machines

    4.8
    Rating, 4.8 out of 5 stars
    ·
    531 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    N

    Northwestern University

    The Business of Social

    Skills you'll gain: Social Media Marketing, Social Media Strategy, Social Media, Marketing Effectiveness, Marketing, Performance Measurement, Business Metrics, Customer Engagement, Business-To-Consumer, Key Performance Indicators (KPIs), Integrated Marketing Communications, Program Management, Marketing Budgets, Law, Regulation, and Compliance, A/B Testing, Information Privacy, Data Security

    4.7
    Rating, 4.7 out of 5 stars
    ·
    821 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    University of Pennsylvania

    Network Dynamics of Social Behavior

    Skills you'll gain: Social Network Analysis, Network Analysis, Social Sciences, Sociology, Systems Thinking, Economics, Policy, and Social Studies, Simulations, Culture, Graph Theory, Complex Problem Solving, Innovation

    4.6
    Rating, 4.6 out of 5 stars
    ·
    399 reviews

    Beginner · Course · 1 - 3 Months

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

  • Building AI Agents: Automation and NLP Foundations: Coursera
  • Finetuning Large Language Models: DeepLearning.AI
  • 基礎光學一 (Introduction to Optics (1)): National Taiwan University
  • Managing Linux Systems: LearnQuest
  • Calculus for Engineers: The Hong Kong University of Science and Technology
  • Challenges of Agribusiness Management: Università Bocconi
  • The Physics of Emergence: Introduction to Condensed Matter: University of Colorado Boulder
  • Innovar tu enseñanza con design thinking: Universidad Nacional Autónoma de México
  • Mécanique : Solide Indéformable: École Polytechnique Fédérale de Lausanne
  • Analyzing Big Data with SQL: Cloudera

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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