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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


  • E

    EDUCBA

    Predictive Analytics Model for Term Deposit Investment

    Skills you'll gain: Classification And Regression Tree (CART), Model Evaluation, Predictive Analytics, Predictive Modeling, Decision Tree Learning, Data Preprocessing, Applied Machine Learning, Data-Driven Decision-Making, Marketing Analytics, Data-Driven Marketing, Classification Algorithms, Model Optimization, Model Training, Marketing, Fine-tuning

    Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • E

    EDUCBA

    Master Quality Models with CMMI: Analyze, Apply & Improve

    Skills you'll gain: Continuous Improvement Process, Performance Improvement, Project Risk Management, Process Improvement, Quality Improvement, Risk Management, Process Improvement and Optimization, Risk Analysis, Operational Performance Management, Process Management, Performance Measurement, Quality Management, Risk Management Framework, Process Analysis, Performance Management, Process Capability, Process Validation, Risk Mitigation, Process Development, Project Management

    ★ 5 (24) · Mixed · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • A

    Alberta Machine Intelligence Institute

    Generative AI Essentials

    Skills you'll gain: Prompt Engineering, Large Language Modeling, Responsible AI, Generative AI, Generative Model Architectures, LLM Application, AI powered creativity, Data Ethics, AI literacy, AI Workflows, Business Ethics, ChatGPT, Ethical Standards And Conduct, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Computer Vision, Natural Language Processing, Reinforcement Learning, Data Processing, Data Science

    ★ 5 (6) · Beginner · Specialization · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • U

    University of Michigan

    Brilliant, Passionate You

    Skills you'll gain: Tenacity, Storytelling, Persistence, Personal Development, Overcoming Obstacles, Growth Mindedness, Resilience, Self-Awareness, Mental Health, Community Development, Lifelong Learning, Relationship Building, Goal Setting

    ★ 4.6 (295) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • E

    EDUCBA

    Apply Financial Risk, Capital & Governance Analytics

    Skills you'll gain: Risk Management Framework, Governance Risk Management and Compliance, Risk Modeling, Risk Analysis, Financial Analysis, Financial Market, Financial Trading, Cyber Governance, Risk Management, Bank Regulations, Financial Regulations, Financial Systems, Operational Risk, Analysis, Financial Services, Hedge Accounting, Performance Stress Testing, Business Continuity, Governance, Capital Budgeting

    ★ 5 (21) · Beginner · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • S

    Stanford University

    Health Across the Gender Spectrum

    Skills you'll gain: Diversity Awareness, Child Welfare, Pediatrics, Cultural Sensitivity, Working With Children, Family Support, Toileting, Human Development, Mental Health, Workplace inclusivity, Diversity Equity and Inclusion Initiatives, Health Equity, Child Development, Parent Communication, Child Health, Sociology, Health Disparities, Healthcare Ethics, Medical Support, Public Health

    ★ 4.8 (2.5K) · Beginner · Course · 1 - 4 Weeks

    Category: Free
    Free
  • U

    University of Colorado System

    More C# Programming and Unity

    Skills you'll gain: Unity Engine, Data Structures, C# (Programming Language), Video Game Development, Data Storage, C and C++, Game Design, Computer Programming, Programming Principles, Computational Logic

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

    Status: Free Trial
    Free Trial
  • E

    EDUCBA

    Master Earned Value Management: Analyze, Forecast & Control

    Skills you'll gain: Earned Value Management, Project Performance, Cost Management, Project Controls, Variance Analysis, Budget Management, Performance Metric, Project Estimation, Cost Estimation, Cost Control, Performance Analysis, Analysis, Forecasting, Performance Measurement, Issue Tracking

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

    Status: Free Trial
    Free Trial
  • D

    Dassault Systèmes

    SOLIDWORKS 3D CAD for Education

    Skills you'll gain: 3D Modeling, Mechanical Engineering

    ★ 4.7 (244) · Beginner · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • U

    University of California, Irvine

    Predictive Modeling, Model Fitting, and Regression Analysis

    Skills you'll gain: Predictive Modeling, Predictive Analytics, Regression Analysis, Decision Tree Learning, Supervised Learning, Logistic Regression, Descriptive Analytics, Model Training, Machine Learning, Model Evaluation, Classification Algorithms, Unsupervised Learning

    ★ 4.5 (75) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • N

    Northwestern University

    Modern Robotics, Course 3: Robot Dynamics

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

    ★ 4.7 (174) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • R

    Rice University

    Python Data Analysis

    Skills you'll gain: Data Processing, Data Manipulation, Data Dictionary, Data Wrangling, File I/O, Data Structures, Scripting, Data Import/Export, Scripting Languages, Data Analysis, Python Programming, Data Mapping, Data Storage, Data Management

    ★ 4.7 (894) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
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In summary, here are 10 of our most popular applied machine learning courses

  • Predictive Analytics Model for Term Deposit Investment: EDUCBA
  • Master Quality Models with CMMI: Analyze, Apply & Improve: EDUCBA
  • Generative AI Essentials: Alberta Machine Intelligence Institute
  • Brilliant, Passionate You: University of Michigan
  • Apply Financial Risk, Capital & Governance Analytics: EDUCBA
  • Health Across the Gender Spectrum: Stanford University
  • More C# Programming and Unity: University of Colorado System
  • Master Earned Value Management: Analyze, Forecast & Control: EDUCBA
  • SOLIDWORKS 3D CAD for Education: Dassault Systèmes
  • Predictive Modeling, Model Fitting, and Regression Analysis: University of California, Irvine

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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