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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

    Coursera

    Deep-Dive into Tensorflow Activation Functions

    Skills you'll gain: Tensorflow, Keras (Neural Network Library), Artificial Neural Networks, Deep Learning, Machine Learning Methods, Python Programming

    4.7
    Rating, 4.7 out of 5 stars
    ·
    7 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • C

    Clemson University

    Human-Centered Artificial Intelligence

    Skills you'll gain: Responsible AI, Artificial Intelligence, Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), Human Centered Design, Human Computer Interaction, Generative AI, Machine Learning, Model Evaluation, Ethical Standards And Conduct

    Build toward a degree

    3.9
    Rating, 3.9 out of 5 stars
    ·
    19 reviews

    Intermediate · Course · 1 - 3 Months

  • U

    University of Nebraska

    High Level Biocontainment for Healthcare Facilities

    Skills you'll gain: Personal protective equipment, Patient Positioning, Infection Control, Equipment decontamination, Infectious Diseases, Public Health and Disease Prevention, Patient Safety, Hospital Admissions, Epidemiology, Public Health, Mental Health, Media and Communications

    4.7
    Rating, 4.7 out of 5 stars
    ·
    130 reviews

    Intermediate · Course · 1 - 4 Weeks

  • A

    AI CERTs

    AI Essentials

    Skills you'll gain: Agentic systems, Generative AI Agents, AI Workflows, Artificial Intelligence and Machine Learning (AI/ML), Emerging Technologies, Business Ethics, Deep Learning, Social Impact, Ethical Standards And Conduct, Problem Solving, Analysis, Business Planning

    Beginner · Course · 1 - 3 Months

  • Y

    Yonsei University

    Valuation for Startups Using Discounted Cash Flows Approach

    Skills you'll gain: Cash Flow Forecasting, Cash Flows, Business Valuation, Microsoft Excel, Forecasting, Finance, Financial Modeling, Financial Analysis, Estimation

    4.3
    Rating, 4.3 out of 5 stars
    ·
    340 reviews

    Beginner · Course · 1 - 4 Weeks

  • T

    The State University of New York

    How to Get Skilled: Introduction to Individual Skills Management (Project-Centered Course)

    Skills you'll gain: Benchmarking, Professional Development, Smart Goals, Planning, Performance Analysis, Job Analysis, Human Capital, Organizational Skills, Personal Development, Dashboard, Microsoft Excel, Goal Setting, Business Strategy, Writing

    4.1
    Rating, 4.1 out of 5 stars
    ·
    226 reviews

    Advanced · Course · 1 - 3 Months

  • J

    Johns Hopkins University

    The Outcomes and Interventions of Health Informatics

    Skills you'll gain: Health Informatics, Clinical Informatics, Decision Support Systems, Solution Design, Health Information Management, Usability Testing, Healthcare Ethics, Requirements Elicitation, Electronic Medical Record, Data Capture, User Centered Design, Artificial Intelligence and Machine Learning (AI/ML)

    4.5
    Rating, 4.5 out of 5 stars
    ·
    109 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Implementing Microsoft Azure Backup

    Skills you'll gain: Microsoft Azure, Virtual Machines, Data Storage Technologies, Cloud Storage, Infrastructure As A Service (IaaS), Cloud Computing, Disaster Recovery, Cloud Infrastructure, Cloud Services

    4.8
    Rating, 4.8 out of 5 stars
    ·
    33 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • L

    LearnKartS

    Multi-Platform Digital Ads Mastery: 11 Platforms

    Skills you'll gain: Google Ads, Bidding, Facebook, Keyword Research, Pay Per Click Advertising, Online Advertising, Campaign Management, Performance marketing, Advertising Campaigns, Social Media Campaigns, Pinterest, Search Engine Marketing, Social Media, Lead Generation, Marketing, Paid media, TikTok, Advertising, Social Media Marketing, Digital Advertising

    4.5
    Rating, 4.5 out of 5 stars
    ·
    8 reviews

    Beginner · Specialization · 3 - 6 Months

  • N

    National Taiwan University

    用 Python 做商管程式設計(二)(Programming for Business Computing in Python (2))

    Skills you'll gain: Data Structures, Data Visualization Software, Financial Data, Financial Analysis, Data Analysis, Debugging, Programming Principles, Python Programming, Maintainability, Data Validation

    4.6
    Rating, 4.6 out of 5 stars
    ·
    261 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Corporate Finance Institute

    Reading Financial Statements

    Skills you'll gain: Financial Statement Analysis, Annual Reports, Financial Statements, Financial Analysis, Financial Reporting, Accounting, Management Reporting, Financial Accounting, Income Statement, Balance Sheet, Risk Analysis, Business Acumen, Cash Flows

    4.8
    Rating, 4.8 out of 5 stars
    ·
    47 reviews

    Beginner · Course · 1 - 3 Months

  • U

    University of Michigan

    Reigniting Employee Engagement

    Skills you'll gain: Employee Engagement, Interactive Learning, Stress Management, Drive Engagement, Employee Retention, Strategic Planning, Personal Development, Empathy, Leadership, Self-Awareness, Business

    4.7
    Rating, 4.7 out of 5 stars
    ·
    26 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Deep-Dive into Tensorflow Activation Functions: Coursera
  • Human-Centered Artificial Intelligence: Clemson University
  • High Level Biocontainment for Healthcare Facilities: University of Nebraska
  • AI Essentials: AI CERTs
  • Valuation for Startups Using Discounted Cash Flows Approach: Yonsei University
  • How to Get Skilled: Introduction to Individual Skills Management (Project-Centered Course): The State University of New York
  • The Outcomes and Interventions of Health Informatics: Johns Hopkins University
  • Implementing Microsoft Azure Backup: Coursera
  • Multi-Platform Digital Ads Mastery: 11 Platforms: LearnKartS
  • 用 Python 做商管程式設計(二)(Programming for Business Computing in Python (2)): National Taiwan University

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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