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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


  • D

    DeepLearning.AI

    Device-based Models with TensorFlow Lite

    Skills you'll gain: Model Optimization, Model Deployment, iOS Development, Apple iOS, Android Development, Tensorflow, Swift Programming, Model Training, Mobile Development, Embedded Systems, Computer Vision, Machine Learning

    4.7 stars, 655 reviews, Intermediate, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • D

    Duke University

    Explainable AI (XAI)

    Skills you'll gain: Responsible AI, Large Language Modeling, Data Ethics, Decision Tree Learning, Regression Analysis, Generative AI, Artificial Intelligence, AI literacy, Decision Intelligence, Applied Machine Learning, Generative Model Architectures, Statistical Modeling, Python Programming, Machine Learning, Model Evaluation, Embeddings, Image Analysis, Machine Learning Methods, Scientific Visualization, Deep Learning

    4.6 stars, 94 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.6 (94) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • I

    IESE Business School

    Accounting: Principles of Financial Accounting

    Skills you'll gain: Financial Statements, Financial Statement Analysis, Income Statement, Accounting, Cash Flows, Balance Sheet, Accrual Accounting, Financial Accounting, Accruals, Financial Reporting, Microsoft Excel, Financial Analysis

    4.8 stars, 3.4K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (3.4K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • A

    Automatic Data Processing, Inc. (ADP)

    Total Rewards & the Role of Compensation & Benefits

    Skills you'll gain: Compensation and Benefits, Compensation Analysis, Compensation Strategy, Compensation Management, Human Resource Strategy, Benefits Administration, Human Resources, Organizational Strategy

    4.5 stars, 79 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.5 (79) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    Eindhoven University of Technology

    Process Mining: Data science in Action

    Skills you'll gain: Business Process Improvement, Process Analysis, Process Improvement, Business Process Management, Data Mining, Process Design, Business Process Modeling, Process Modeling, Operational Analysis, Performance Analysis, Real Time Data, Data-Driven Decision-Making, Data Science, Predictive Modeling, Verification And Validation, Model Evaluation

    4.7 stars, 1.3K reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.7 (1.3K) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • G

    Google Cloud

    Integrate Generative AI Into Your Data Workflow

    Skills you'll gain: Generative AI, Data Analysis, Model Training, Data-Driven Marketing, Data Wrangling, Customer Relationship Management (CRM) Software, Predictive Analytics, Machine Learning Algorithms, Machine Learning, Data Science, Data Processing

    4.3 stars, 14 reviews, Beginner, Specialization, 1 - 4 Weeks

    ★ 4.3 (14) · Beginner · Specialization · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • K

    Knowledge Accelerators

    From Excel to Power BI

    Skills you'll gain: Power BI, Dashboard Creation, Business Intelligence, Business Intelligence Software, Data Visualization, Business Reporting, Data Presentation, Business Analytics, Data Analysis, Data Synthesis, Excel Formulas, Data Manipulation, Collaborative Software, Trend Analysis, Data Cleansing, Data Management, Data Quality

    4.5 stars, 1.7K reviews, Beginner, Course, Less Than 2 Hours

    ★ 4.5 (1.7K) · Beginner · Course · Less Than 2 Hours

    Status: Free trial
    Free trial
  • P

    Pearson

    Middle Childhood

    Skills you'll gain: Child Development, Childhood Education and Development, Developmental Disabilities, Human Development, Formal Learning, Human Learning, Working With Children, Child Health, Companionship, Personal Development, Family Support, Sociology, Social Skills

    Intermediate · Course · 1 - 4 Weeks

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

    University of Geneva

    Simulation and modeling of natural processes

    Skills you'll gain: Simulations, Python Programming, Agentic systems, Statistical Methods, Programming Principles, Numerical Analysis, Mathematical Modeling, Simulation and Simulation Software, Probability, Applied Mathematics, Mathematical Software, Sampling (Statistics), Process Modeling, Event-Driven Programming, Mechanics

    4.3 stars, 413 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.3 (413) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • C

    Coursera

    Human Resource Management Done Right

    Skills you'll gain: Talent Pipelining, Prompt Engineering, Talent Acquisition, Team Performance Management, Performance Management, Smart Goals, Google Gemini, Time Management, Performance Appraisal, Interviewing Skills, Responsible AI, Culture Transformation, Workforce Planning, Generative AI, ChatGPT, Employee Onboarding, Recruitment, Employee Engagement, Key Performance Indicators (KPIs), Prompt Engineering Tools

    4.5 stars, 559 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.5 (559) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • V

    Vanderbilt University

    Introduction to Data, Signal, and Image Analysis with MATLAB

    Skills you'll gain: Image Analysis, Data Visualization Software, Matlab, Machine Learning Methods, Applied Machine Learning, Dimensionality Reduction, Digital Signal Processing, Data Analysis, Data Processing, Mathematical Software, Classification Algorithms

    4.6 stars, 235 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.6 (235) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • W

    Whizlabs

    Microsoft Copilot, Entra Identity & Access Management

    Skills you'll gain: Microsoft Copilot, Microsoft 365, Azure Active Directory, Identity and Access Management, Authentications, Microsoft Azure, AI Security, Enterprise Application Management, Responsible AI, Active Directory, User Provisioning, Role-Based Access Control (RBAC), AI Integrations, Security Controls, Enterprise Security, Authorization (Computing), Hybrid Cloud Computing, Single Sign-On (SSO), User Accounts, Zero Trust Network Access

    Intermediate · Course · 1 - 4 Weeks

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

  • Device-based Models with TensorFlow Lite: DeepLearning.AI
  • Explainable AI (XAI): Duke University
  • Accounting: Principles of Financial Accounting: IESE Business School
  • Total Rewards & the Role of Compensation & Benefits: Automatic Data Processing, Inc. (ADP)
  • Process Mining: Data science in Action: Eindhoven University of Technology
  • Integrate Generative AI Into Your Data Workflow: Google Cloud
  • From Excel to Power BI: Knowledge Accelerators
  • Middle Childhood: Pearson
  • Simulation and modeling of natural processes: University of Geneva
  • Human Resource Management Done Right: Coursera

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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