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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

    Universidad Nacional Autónoma de México

    Innovar tu enseƱanza con design thinking

    Skills you'll gain: Design Thinking, Student-Centred Learning, Education Software and Technology, Creative Thinking, Brainstorming, Creative Problem-Solving, Innovation, Human Centered Design, Problem Solving, Needs Assessment, Constructive Feedback, Planning, Empathy

    4.8
    Rating, 4.8 out of 5 stars
    Ā·
    251 reviews

    Beginner Ā· Course Ā· 1 - 4 Weeks

  • E

    Emory University

    Math for MBA and GMAT Prep

    Skills you'll gain: Regression Analysis, Data Visualization, Data Storytelling, Statistical Visualization, Business Mathematics, Descriptive Statistics, General Mathematics, Microsoft Excel, Statistics, Excel Formulas, Statistical Analysis, Statistical Methods, Algebra, Probability & Statistics, Calculus, Applied Mathematics, Business

    4.2
    Rating, 4.2 out of 5 stars
    Ā·
    52 reviews

    Beginner Ā· Course Ā· 1 - 3 Months

  • E

    EDUCBA

    Analyze and Interpret Data Using Excel

    Skills you'll gain: Scatter Plots, Plot (Graphics), Regression Analysis, Excel Formulas, Statistical Visualization, Microsoft Excel, Data Analysis, Statistical Modeling, Descriptive Statistics, Analytics, Statistical Analysis, Statistical Methods, Descriptive Analytics, Spreadsheet Software, Correlation Analysis, Statistics, Analysis, Exploratory Data Analysis, Predictive Modeling, Trend Analysis

    5
    Rating, 5 out of 5 stars
    Ā·
    8 reviews

    Beginner Ā· Course Ā· 1 - 4 Weeks

  • A

    Alex Genadinik

    Marketing Psychology & Neuromarketing - 2026

    Skills you'll gain: Overcoming Objections, Market Research, Marketing Psychology, Active Listening, Rapport Building, Closing (Sales), B2B Sales, Consumer Behaviour, Target Audience, Selling Techniques, Content Performance Analysis, Marketing, Sales Strategy, Price Negotiation, Sales, Innovation, Marketing Strategies, Shared Media, Sales Prospecting, Marketing Communications

    4.3
    Rating, 4.3 out of 5 stars
    Ā·
    8 reviews

    Beginner Ā· Specialization Ā· 3 - 6 Months

  • M

    Microsoft

    Visualization for Data Analysis with Power BI

    Skills you'll gain: Power BI, Data Ethics, Statistical Visualization, Data Visualization Software, Data Analysis, Statistical Analysis, Correlation Analysis, Business Intelligence, Statistical Methods, Advanced Analytics, Data Analysis Expressions (DAX), Analytical Skills, Data-Driven Decision-Making, Exploratory Data Analysis, Trend Analysis, Time Series Analysis and Forecasting, Interactive Data Visualization, Spatial Data Analysis, Scatter Plots, Forecasting

    4.8
    Rating, 4.8 out of 5 stars
    Ā·
    30 reviews

    Beginner Ā· Course Ā· 1 - 4 Weeks

  • U

    University of Michigan

    JSON and Natural Language Processing in PostgreSQL

    Skills you'll gain: PostgreSQL, JSON, Text Mining, Query Languages, SQL, Databases, Natural Language Processing, Database Management, Application Programming Interface (API), Data Storage, Python Programming, Scripting

    4.6
    Rating, 4.6 out of 5 stars
    Ā·
    151 reviews

    Intermediate Ā· Course Ā· 1 - 4 Weeks

  • U

    University of Michigan

    Prediction Models with Sports Data

    Skills you'll gain: Logistic Regression, Forecasting, Data Processing, Predictive Analytics, Predictive Modeling, Statistical Modeling, Data Analysis, Market Data, Analytics, Regression Analysis, Data Preprocessing, Model Evaluation, Python Programming, Probability & Statistics, Data Ethics, Probability, Ethical Standards And Conduct

    4.5
    Rating, 4.5 out of 5 stars
    Ā·
    42 reviews

    Intermediate Ā· Course Ā· 1 - 3 Months

  • S

    SAS

    SAS Macro Language

    Skills you'll gain: SAS (Software), Case Studies, Data Processing, Automation, Statistical Programming, Data Manipulation, Code Reusability, Data Validation

    4.8
    Rating, 4.8 out of 5 stars
    Ā·
    150 reviews

    Intermediate Ā· Course Ā· 1 - 3 Months

  • U

    University of California San Diego

    Teaching Impacts of Technology: Data Collection, Use, and Privacy

    Skills you'll gain: Data Ethics, Big Data, Cybersecurity, Data Security, Cryptography, Information Privacy, Encryption, Digital pedagogy, AI Personalization, Computer Science, Web Servers, Machine Learning, Machine Learning Methods, Supervised Learning, Artificial Neural Networks

    4.6
    Rating, 4.6 out of 5 stars
    Ā·
    10 reviews

    Beginner Ā· Course Ā· 1 - 3 Months

  • E

    EDUCBA

    Credit Research & Ratings: Analyze & Assess Risk

    Skills you'll gain: Credit Risk, Risk Modeling, Banking, Financial Analysis, Risk Analysis, Financial Statement Analysis, Financial Systems, Finance, Financial Regulations, Bankruptcies, Financial Regulation, Business Risk Management, Cash Flows

    5
    Rating, 5 out of 5 stars
    Ā·
    17 reviews

    Mixed Ā· Course Ā· 1 - 4 Weeks

  • U

    University of Michigan

    Resilient Teaching Through Times of Crisis and Change

    Skills you'll gain: Resilience, Teaching, Systems Thinking, Diversity Awareness, Adaptability, Adult Education, Instructional Design, Digital pedagogy, Education Software and Technology, Constructive Feedback, Higher Education, Compassion

    4.8
    Rating, 4.8 out of 5 stars
    Ā·
    62 reviews

    Intermediate Ā· Course Ā· 1 - 4 Weeks

  • C

    Coursera

    Decision Tree Classifier for Beginners in R

    Skills you'll gain: Model Evaluation, Model Training, Classification And Regression Tree (CART), Decision Tree Learning, Data Preprocessing, R (Software), Statistical Modeling, R Programming, Supervised Learning, Machine Learning

    4.8
    Rating, 4.8 out of 5 stars
    Ā·
    6 reviews

    Beginner Ā· Guided Project Ā· Less Than 2 Hours

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

  • Innovar tu enseƱanza con design thinking:Ā Universidad Nacional Autónoma de MĆ©xico
  • Math for MBA and GMAT Prep:Ā Emory University
  • Analyze and Interpret Data Using Excel:Ā EDUCBA
  • Marketing Psychology & Neuromarketing - 2026:Ā Alex Genadinik
  • Visualization for Data Analysis with Power BI:Ā Microsoft
  • JSON and Natural Language Processing in PostgreSQL:Ā University of Michigan
  • Prediction Models with Sports Data:Ā University of Michigan
  • SAS Macro Language:Ā SAS
  • Teaching Impacts of Technology: Data Collection, Use, and Privacy:Ā University of California San Diego
  • Credit Research & Ratings: Analyze & Assess Risk:Ā EDUCBA

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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