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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

    Design Strategies for Maximizing Total Data Quality

    Skills you'll gain: Data Quality, Data Integrity, Data Validation, Data Governance, Quality Assurance, Data Collection, Data Strategy, Data Preprocessing, Data Analysis, Verification And Validation, Design Strategies, Sampling (Statistics)

    5
    Rating, 5 out of 5 stars
    ·
    8 reviews

    Beginner · Course · 1 - 4 Weeks

  • S

    Skillshare

    How to Draw: A Beginner’s Guide Pt 3 – Drawing in Practice

    Skills you'll gain: Creativity

    Mixed · Course · 1 - 4 Weeks

  • A

    Arizona State University

    Care: The First Step in Tech Innovation for Entrepreneurs

    Skills you'll gain: Design Thinking, Innovation, Problem Solving, Entrepreneurship, Brainstorming, Lean Methodologies, Team Oriented, Ideation, Business Research, Complex Problem Solving, Case Studies, Analysis, Customer Insights

    4.7
    Rating, 4.7 out of 5 stars
    ·
    15 reviews

    Beginner · Course · 1 - 3 Months

  • H

    Heriot-Watt University

    Learn Java Programming

    Skills you'll gain: Object Oriented Programming (OOP), Java, Java Programming, Computer Programming, Application Development, Programming Principles, Computational Logic, Software Development, Debugging, Data Structures

    Build toward a degree

    5
    Rating, 5 out of 5 stars
    ·
    6 reviews

    Beginner · Course · 1 - 4 Weeks

  • A

    Arizona State University

    Putting it All Together: Problem-Solve Like an Entrepreneur

    Skills you'll gain: Lean Methodologies, Design Thinking, Innovation, Entrepreneurship, Customer Analysis, Solution Design, Customer Insights, Brainstorming, Market Research, User Feedback, Business Modeling, Presentations

    4.7
    Rating, 4.7 out of 5 stars
    ·
    19 reviews

    Beginner · Course · 1 - 3 Months

  • I

    INSEAD

    Blockchain Applications in Fintech

    Skills you'll gain: Blockchain, FinTech, Digital Assets, Financial Services, Payment Systems, Financial Regulation, International Finance, Emerging Technologies, Asset Management, Artificial Intelligence, Regulation and Legal Compliance, Insurance

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Aprendiendo Python con circuitos digitales

    Skills you'll gain: Object Oriented Programming (OOP), Jupyter, Computer Programming, Python Programming, Simulation and Simulation Software, Electronics Engineering, Simulations, Programming Principles

    4.7
    Rating, 4.7 out of 5 stars
    ·
    25 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • G

    Google Cloud

    Feature Engineering - 한국어

    Skills you'll gain: Feature Engineering, Data Preprocessing, Dataflow, Tensorflow, Data Pipelines, MLOps (Machine Learning Operations), Keras (Neural Network Library), Applied Machine Learning, Data Store, Data Transformation, Data Modeling, Machine Learning, Real Time Data

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    5S - Become a Certified 5S Specialist

    Skills you'll gain: Operational Excellence, Performance Measurement, Leadership and Management, Team Leadership, Key Performance Indicators (KPIs), Cleanliness, Auditing

    4.9
    Rating, 4.9 out of 5 stars
    ·
    10 reviews

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    CCNA Expert – Network Automation, Cloud, and Emerging Technologies

    Skills you'll gain: Wireless Networks, Cloud Computing, Network Monitoring, Network Security, Event Monitoring, Network Performance Management, Software-Defined Networking, Ansible, Network Administration, Authentications, Virtualization, Encryption, Generative AI, Artificial Intelligence and Machine Learning (AI/ML), Restful API

    4.8
    Rating, 4.8 out of 5 stars
    ·
    26 reviews

    Advanced · Course · 1 - 3 Months

  • U

    Universidad Nacional Autónoma de México

    Evaluación auténtica

    Skills you'll gain: Program Evaluation, Student-Centred Learning, Curriculum Planning, Pedagogy, Education and Training, Data Collection, Community Development, Case Studies, Research Methodologies, Learning Strategies

    4.9
    Rating, 4.9 out of 5 stars
    ·
    41 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Build & Adapt LLM Models with Confidence

    Skills you'll gain: Model Deployment, LLM Application, Large Language Modeling, System Monitoring, Scalability, Hugging Face, Cloud Deployment, Performance Tuning, MLOps (Machine Learning Operations), Prompt Engineering, Transfer Learning, AI Security, Applied Machine Learning, Application Security, Artificial Intelligence, API Design, Model Evaluation

    Intermediate · Course · 1 - 4 Weeks

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

  • Design Strategies for Maximizing Total Data Quality: University of Michigan
  • How to Draw: A Beginner’s Guide Pt 3 – Drawing in Practice: Skillshare
  • Care: The First Step in Tech Innovation for Entrepreneurs: Arizona State University
  • Learn Java Programming: Heriot-Watt University
  • Putting it All Together: Problem-Solve Like an Entrepreneur: Arizona State University
  • Blockchain Applications in Fintech: INSEAD
  • Aprendiendo Python con circuitos digitales: Coursera
  • Feature Engineering - 한국어: Google Cloud
  • 5S - Become a Certified 5S Specialist: Packt
  • CCNA Expert – Network Automation, Cloud, and Emerging Technologies: Packt

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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