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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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    U

    University of Minnesota

    Preventing Chronic Pain: A Human Systems Approach

    Skills you'll gain: Pain Management, Preventative Care, Chronic Diseases, Health Care, Personal Care, Public Health and Disease Prevention, Behavioral Health, Personal Development, Care Management, Health Systems, Patient-centered Care, Systems Thinking, Neurology

    4.7
    Rating, 4.7 out of 5 stars
    ·
    441 reviews

    Beginner · Course · 1 - 3 Months

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    B

    Board Infinity

    Generative AI: Prompt Engineering Basics

    Skills you'll gain: Prompt Engineering Tools, Prompt Patterns, Responsible AI, Generative Model Architectures, Google Gemini, AI literacy, LLM Application, Model Evaluation, Debugging

    4.7
    Rating, 4.7 out of 5 stars
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    80 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    Status: Free
    Free
    C

    Coursera

    How to Set Up a Facebook Ads Campaign

    Skills you'll gain: Meta Ads Manager, Target Audience, Facebook, Campaign Planning, Advertising Campaigns, Social Media Campaigns, Campaign Management, Social Media, Social Media Management, Paid media, Online Advertising, Social Media Marketing, Advertising, Digital Advertising, Marketing, Digital Marketing, Budgeting, Cost Management

    4.7
    Rating, 4.7 out of 5 stars
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    438 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Game Mechanics with Python and Pygame

    Skills you'll gain: Animation and Game Design, Video Game Development, Game Design, 3D Assets, Event-Driven Programming, Animations, Graphics Software, Computer Graphics, Visualization (Computer Graphics), Interactive Design, Computer Graphic Techniques, Debugging, User Interface (UI), User Interface (UI) Design, UI Components, Computer Displays, Program Development, Code Reusability, Python Programming, Development Environment

    4.7
    Rating, 4.7 out of 5 stars
    ·
    33 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Preparing for Google Cloud Certification: Cloud Data Engineer Professional Certificate 日本語版

    Skills you'll gain: Google Cloud Platform, Data Pipelines, Dataflow, Data Lakes, Model Deployment, Apache Kafka, Data Governance, Tensorflow, Data Warehousing, MLOps (Machine Learning Operations), Data Infrastructure, Data Architecture, Extract, Transform, Load, Unstructured Data, Real Time Data, Data Processing, Data Quality, Apache Spark, Data Management, Big Data

    4.4
    Rating, 4.4 out of 5 stars
    ·
    90 reviews

    Intermediate · Professional Certificate · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    D

    Duke University

    Interacting with the System and Managing Memory

    Skills you'll gain: File I/O, Memory Management, Maintainability, C (Programming Language), Software Engineering, System Programming, Programming Principles, Software Development, Simulations, Command-Line Interface, Collaborative Software

    4.2
    Rating, 4.2 out of 5 stars
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    182 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    T

    Tecnológico de Monterrey

    Diseño instruccional para el aprendizaje activo

    Skills you'll gain: Problem Solving, Education Software and Technology, Instructional Strategies, Digital pedagogy, Instructional Design, digital literacy, Educational Materials, Emerging Technologies, Innovation, Critical Thinking and Problem Solving, Learning Strategies, Creative Problem-Solving, Creative Thinking, Creativity, Planning

    4.7
    Rating, 4.7 out of 5 stars
    ·
    942 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Cybersecurity Solutions and Microsoft Defender

    Skills you'll gain: Security Information and Event Management (SIEM), Cloud Security, Azure Active Directory, Threat Detection, Microsoft Azure, Cyber Security Policies, Threat Management, Identity and Access Management, Security Controls, Endpoint Security, Endpoint Detection and Response, Cyber Attacks, Distributed Denial-Of-Service (DDoS) Attacks, Malware Protection, Computer Security Incident Management, Firewall, Incident Response, Event Management

    4.6
    Rating, 4.6 out of 5 stars
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    174 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free
    Free
    G

    Goldman Sachs

    Fundamentals of Sales and Marketing, with Goldman Sachs 10,000 Women

    Skills you'll gain: Marketing Strategies, Strategic Marketing, Digital Marketing Tools, Target Market, Sales Strategy, Marketing Planning, Marketing, Marketing Effectiveness, Target Audience, Business Marketing, Sales Process, Sales, Marketing Strategy and Techniques, Marketing Analytics, Sales Development, Brand Strategy, Brand Marketing, Digital Marketing, Branding, Market Research

    4.6
    Rating, 4.6 out of 5 stars
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    1.4K reviews

    Mixed · Course · 1 - 4 Weeks

  • M

    MongoDB Inc.

    MongoDB Aggregation Framework

    Skills you'll gain: Data Transformation, MongoDB, Data Manipulation, Data Processing, Data Integration, NoSQL, Data Migration, Data Analysis, Query Languages, Data Preprocessing, Data Pipelines, Unstructured Data, Network Analysis

    4.4
    Rating, 4.4 out of 5 stars
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    66 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Calculus through Data & Modeling: Limits & Derivatives

    Skills you'll gain: Calculus, Data Analysis Software, Mathematical Software, Applied Mathematics, Data Analysis, Analysis, Mathematical Theory & Analysis, Derivatives, Advanced Mathematics, Graphing, Algebra

    4.7
    Rating, 4.7 out of 5 stars
    ·
    212 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    E

    EDUCBA

    Master Private Equity Basics: Analyze, Structure & Apply

    Skills you'll gain: Private Equity, Negotiation, Contract Negotiation, Business Valuation, Investment Management, Financial Management, Equities, Due Diligence, Performance Measurement, Portfolio Management, Performance Analysis, Operational Performance Management, Financial Analysis, Organizational Structure, Fund Accounting, Asset Management, Continuous Monitoring, Liquidation

    4.8
    Rating, 4.8 out of 5 stars
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    18 reviews

    Mixed · Course · 1 - 4 Weeks

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

  • Preventing Chronic Pain: A Human Systems Approach: University of Minnesota
  • Generative AI: Prompt Engineering Basics: Board Infinity
  • How to Set Up a Facebook Ads Campaign: Coursera
  • Game Mechanics with Python and Pygame: EDUCBA
  • Preparing for Google Cloud Certification: Cloud Data Engineer Professional Certificate 日本語版: Google Cloud
  • Interacting with the System and Managing Memory: Duke University
  • Diseño instruccional para el aprendizaje activo: Tecnológico de Monterrey
  • Cybersecurity Solutions and Microsoft Defender: Microsoft
  • Fundamentals of Sales and Marketing, with Goldman Sachs 10,000 Women: Goldman Sachs
  • MongoDB Aggregation Framework: MongoDB Inc.

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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