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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 Colorado Boulder

    Spacecraft Dynamics Capstone: Mars Mission

    Skills you'll gain: Control Systems, Simulation and Simulation Software, Numerical Analysis, Simulations, Engineering Analysis, Automation Engineering, Engineering Calculations, Torque (Physics), Mechanics, Mathematical Modeling, Applied Mathematics

    4.6 stars, 51 reviews, Advanced, Course, 1 - 3 Months

    ★ 4.6 (51) · Advanced · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Michigan

    Information Extraction from Free Text Data in Health

    Skills you'll gain: Text Mining, Unstructured Data, Health Informatics, Natural Language Processing, Clinical Documentation, Model Evaluation, Health Information Management, Clinical Informatics, Deep Learning, Model Training, Machine Learning, Medical Terminology, Artificial Neural Networks, Python Programming, Computer Programming, Computer Programming Tools

    Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • U

    University of Minnesota

    Evaluating User Interfaces

    Skills you'll gain: Usability Testing, User Interface (UI), Usability, User Research, UI/UX Research, Human Computer Interaction, User Interface (UI) Design, Interaction Design, Test Planning

    4.7 stars, 276 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.7 (276) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Unity: Design & Develop a Tower Defense Game

    4.8 stars, 14 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (14) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Analyze Financial Markets with Technical Analysis

    Skills you'll gain: Portfolio Risk, Securities (Finance), Data Analysis, International Finance

    4.3 stars, 13 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.3 (13) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • L

    LearnKartS

    Information Security Foundations

    Skills you'll gain: Security Controls, Cybersecurity, Encryption, Cyber Attacks, Information Systems Security, Cryptographic Protocols, Threat Management, Vulnerability Assessments, Vulnerability, Cyber Security Assessment, Vulnerability Scanning, Threat Detection, Cloud Security, Key Management, Asset Protection, Security Awareness, Gap Analysis

    4.6 stars, 40 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (40) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Financial Statement Ratio Analysis Mastery

    Skills you'll gain: Financial Statement Analysis, Financial Statements, Working Capital, Financial Analysis, Cash Management, Balance Sheet, Financial Reporting, Cash Flows, Income Statement, Business Metrics, Profit and Loss (P&L) Management, Return On Investment, Gross Profit, Operational Analysis, International Finance, Performance Measurement, Equities, Operational Efficiency, Accounts Receivable, Accounts Payable

    Mixed · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    University of Colorado System

    Newborn Capstone

    Skills you'll gain: Postpartum Care, Respiratory Care, Infant Care, Maternal Health, Respiration, Preventative Care, Pediatric Nursing, Nursing Care, Vital Signs, Patient Evaluation, Pediatrics, Health Assessment, Public Health and Disease Prevention, Cardiology, Nutritional Assessment, Clinical Assessment, Diagnostic Tests, Safety Standards

    4.8 stars, 93 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (93) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Sales Foundations 101: Core Techniques for Success

    Skills you'll gain: Sales Enablement, Sales Management, Oral Expression, Customer Analysis, Governance, Sales Strategy, Talent Management, Competitive Analysis, Marketing, Sales Operations, Target Market, Marketing Effectiveness, Verbal Communication Skills, Sales Process, Sales, Market Share, Solution Selling, Human Resource Strategy, Business, Product Knowledge

    4.5 stars, 15 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.5 (15) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • S

    Simplilearn

    Generative AI Models and Transformer Networks Certification

    Skills you'll gain: Generative Adversarial Networks (GANs), Generative Model Architectures, Retrieval-Augmented Generation, Generative AI, Autoencoders, ChatGPT, Model Training, Deep Learning, Model Evaluation, Vision Transformer (ViT), Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Large Language Modeling, Prompt Engineering, PyTorch (Machine Learning Library), Artificial Neural Networks, Image Analysis, Computer Vision, Unsupervised Learning, Natural Language Processing

    3.5 stars, 14 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 3.5 (14) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Analyze & Evaluate Bank Branch Audit Practices

    Skills you'll gain: Audit Planning, Compliance Auditing, Bank Regulations, Auditing, Banking, Cash Control, Internal Controls, Financial Auditing, Cash Handling, Generally Accepted Auditing Standards, Commercial Lending, Fraud detection, Internal Auditing, Commercial Banking, Financial Controls, Credit Risk, Regulation and Legal Compliance, Cash Management, Finance, Business

    4.8 stars, 13 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.8 (13) · Mixed · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • B

    Birla Institute of Technology & Science, Pilani

    Introduction to Data Analytics

    Skills you'll gain: Feature Engineering, Data Ethics, Exploratory Data Analysis, Analytics, Data Analysis, Machine Learning Algorithms, Data Preprocessing, Unsupervised Learning, Data Cleansing, Data Science, NumPy, Data Manipulation, Data Transformation, Data Structures, Pandas (Python Package), Dimensionality Reduction, Classification Algorithms, Python Programming, Regression Analysis, Data Visualization

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
    Category: Build toward a degree
    Build toward a degree
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In summary, here are 10 of our most popular applied machine learning courses

  • Spacecraft Dynamics Capstone: Mars Mission: University of Colorado Boulder
  • Information Extraction from Free Text Data in Health: University of Michigan
  • Evaluating User Interfaces: University of Minnesota
  • Unity: Design & Develop a Tower Defense Game: EDUCBA
  • Analyze Financial Markets with Technical Analysis: EDUCBA
  • Information Security Foundations: LearnKartS
  • Financial Statement Ratio Analysis Mastery: EDUCBA
  • Newborn Capstone: University of Colorado System
  • Sales Foundations 101: Core Techniques for Success: EDUCBA
  • Generative AI Models and Transformer Networks Certification: Simplilearn

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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