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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

    Corporate Finance Institute

    Practical Data Science for Data Analysts

    Skills you'll gain: Classification Algorithms, Data Preprocessing, Feature Engineering, Model Evaluation, Data Import/Export, Matplotlib, Data Science, Regression Analysis, Financial Data, Data Analysis, Exploratory Data Analysis, Business Analytics, Data Cleansing, Pandas (Python Package), Machine Learning Algorithms, Statistical Visualization, Financial Analysis, Statistical Modeling, Statistical Analysis, Predictive Analytics

    4.8
    Rating, 4.8 out of 5 stars
    ·
    30 reviews

    Advanced · Specialization · 3 - 6 Months

  • N

    National Taiwan University

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

    Skills you'll gain: Physics, Display Devices, Engineering, Scientific, and Technical Instruments, Physical Science, Medical Imaging, Mathematical Modeling, Applied Mathematics, Experimentation

    4.6
    Rating, 4.6 out of 5 stars
    ·
    71 reviews

    Mixed · Course · 1 - 3 Months

  • C

    Coursera

    Create a Superhero Name Generator with TensorFlow

    Skills you'll gain: Tensorflow, Natural Language Processing, Python Programming, Machine Learning Methods, Recurrent Neural Networks (RNNs), Data Preprocessing, Artificial Neural Networks, Machine Learning, Deep Learning

    4.7
    Rating, 4.7 out of 5 stars
    ·
    38 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • M

    Microsoft

    Microsoft Copilot: Your Everyday AI Companion

    Skills you'll gain: Prompt Engineering, Microsoft Copilot, Regulation and Legal Compliance, Data Ethics, Generative AI, Responsible AI, Data Governance, Microsoft 365, Sales Enablement, Marketing Automation, Customer experience improvement, Business Process Automation, Compliance Management, AI Security, Customer Service, Information Privacy, Microsoft Office, Artificial Intelligence and Machine Learning (AI/ML), Productivity Software, Critical Thinking

    4.5
    Rating, 4.5 out of 5 stars
    ·
    170 reviews

    Beginner · Specialization · 1 - 3 Months

  • G

    Goldman Sachs

    Grow Your Business with Goldman Sachs 10,000 Women

    Skills you'll gain: Market Opportunities, Business Planning, Feasibility Studies, Growth Strategies, Business Development, Business Strategies, Strategic Thinking, Entrepreneurship, Business Analytics, Goal Setting, Peer Review, Innovation, Professional Networking

    4.8
    Rating, 4.8 out of 5 stars
    ·
    1.1K reviews

    Mixed · Course · 1 - 4 Weeks

  • D

    Duke University

    ART of the MOOC: Public Art and Pedagogy

    Skills you'll gain: Interactive Learning, Peer Review, Pedagogy, Art History, Digital pedagogy, Social Sciences, Blended Learning, Aesthetics, Creativity, Political Sciences, Community Development, Social Impact, Case Studies, Photography

    4.7
    Rating, 4.7 out of 5 stars
    ·
    129 reviews

    Beginner · Course · 1 - 3 Months

  • E

    Erasmus University Rotterdam

    Digital Governance

    Skills you'll gain: Law, Regulation, and Compliance, Legal Technology, Regulation and Legal Compliance, Emerging Technologies, Cyber Governance, Market Dynamics, Court Systems, E-Commerce, Political Sciences, Automation, Digital Transformation, Economics, Policy, and Social Studies, Public Administration, Data Governance, Complex Problem Solving, Governance, Artificial Intelligence

    4.6
    Rating, 4.6 out of 5 stars
    ·
    171 reviews

    Beginner · Course · 1 - 3 Months

  • I

    IIMA - IIM Ahmedabad

    Leading with a Digital Strategy

    Skills you'll gain: Digital Transformation, AI Enablement, Business Transformation, Technology Strategies, Performance Improvement, Organizational Strategy, Business Technologies, Organizational Change, Performance Measurement, Business Analytics

    4.7
    Rating, 4.7 out of 5 stars
    ·
    165 reviews

    Beginner · Course · 1 - 3 Months

  • T

    Tel Aviv University

    The Holocaust - An Introduction (I): Nazi Germany: Ideology, The Jews and the World

    Skills you'll gain: Student Engagement, Teaching, European History, Research, World History, Social Justice, Cultural Diversity, Social Impact, Research Methodologies, Policy Analysis

    4.8
    Rating, 4.8 out of 5 stars
    ·
    1.4K reviews

    Mixed · Course · 1 - 4 Weeks

  • M

    Meta

    GenAI in Data Analytics

    Skills you'll gain: Generative AI, Business Analytics, Analytics, Data Quality, Data Integration, AI Product Strategy, Business Workflow Analysis, Process Optimization, Responsible AI, Data Analysis, Ethical Standards And Conduct

    4.7
    Rating, 4.7 out of 5 stars
    ·
    80 reviews

    Beginner · Course · 1 - 4 Weeks

  • M

    Microsoft

    Introduction to Generative AI for Data Analysis

    Skills you'll gain: Prompt Engineering, Generative AI, Data Ethics, AI Enablement, Data Cleansing, OpenAI, Data Preprocessing, Data Analysis, Responsible AI, Transfer Learning, Exploratory Data Analysis, Interactive Data Visualization

    4.3
    Rating, 4.3 out of 5 stars
    ·
    91 reviews

    Intermediate · Course · 1 - 3 Months

  • P

    Pontificia Universidad Católica de Chile

    Introducción al Aprendizaje Universitario

    Skills you'll gain: Learning Strategies, Human Learning, Learning Theory, Higher Education, Lifelong Learning, Self-Awareness, Personal Development, Academic Advising, Willingness To Learn, Collaboration, Motivational Skills, Self-Motivation, Mental Concentration, Time Management, Stress Management

    4.5
    Rating, 4.5 out of 5 stars
    ·
    589 reviews

    Intermediate · Course · 1 - 3 Months

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

  • Practical Data Science for Data Analysts: Corporate Finance Institute
  • 基礎光學一 (Introduction to Optics (1)): National Taiwan University
  • Create a Superhero Name Generator with TensorFlow: Coursera
  • Microsoft Copilot: Your Everyday AI Companion: Microsoft
  • Grow Your Business with Goldman Sachs 10,000 Women: Goldman Sachs
  • ART of the MOOC: Public Art and Pedagogy: Duke University
  • Digital Governance: Erasmus University Rotterdam
  • Leading with a Digital Strategy: IIMA - IIM Ahmedabad
  • The Holocaust - An Introduction (I): Nazi Germany: Ideology, The Jews and the World: Tel Aviv University
  • GenAI in Data Analytics: Meta

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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