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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

    AI for Good

    Skills you'll gain: Model Evaluation, Fine-tuning, Disaster Recovery, Data Analysis, Jupyter, Artificial Intelligence and Machine Learning (AI/ML), Exploratory Data Analysis, Image Analysis, Machine Learning Algorithms, Model Training, Data Ethics, Responsible AI, Emergency Response, Climate Change Adaptation, Artificial Intelligence, Machine Learning, Applied Machine Learning, Computer Vision, Supervised Learning, Natural Language Processing

    4.7 stars, 619 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.7 (619) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • A

    Arizona State University

    English for Travel and Shopping

    Skills you'll gain: English Language, Vocabulary, Grammar, Language Learning, Oral Expression, Public History, Oral Comprehension, Writing

    Beginner · Course · 1 - 4 Weeks

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

    University of Michigan

    Python Data Structures

    Skills you'll gain: File I/O, Data Structures, Data Processing, Data Analysis, Python Programming, Data Manipulation, Software Installation, File Management, Development Environment

    4.9 stars, 97K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.9 (97K) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • A

    Amazon Web Services

    Gen AI Dev- Implement Prompt Eng. Strategies & Governance

    Skills you'll gain: Amazon Bedrock, Prompt Engineering, Responsible AI, AI Orchestration, AI Integrations, Context Engineering, AI Security, Amazon Web Services, Generative AI, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Quality Assurance, Verification And Validation, Workflow Management, Context Management, Governance, Software Development, Cloud Computing, Natural Language Processing, Machine Learning

    Advanced · Course · 1 - 3 Months

    Category: New
    New
  • A

    Arizona State University

    English to Describe Me and My Daily Routines

    Skills you'll gain: English Language, Language Competency, Language Learning, Grammar, Literacy, Vocabulary

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • V

    Vanderbilt University

    Build Anything with AI: No Code Required

    Skills you'll gain: Prompt Engineering, ChatGPT, Claude Code, Prompt Patterns, No-Code Development, Generative AI Agents, Engineering Software, AI Enablement, AI Orchestration, AI powered creativity, LLM Application, AI Product Strategy, Anthropic Claude, AI literacy, Agentic Workflows, AI Workflows, Decision Intelligence, Dashboard Creation, Artificial Intelligence, Large Language Modeling

    4.8 stars, 8.2K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.8 (8.2K) · Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • I

    IBM

    NoSQL, Big Data, and Spark Foundations

    Skills you'll gain: NoSQL, Apache Spark, Apache Hadoop, MongoDB, Database Development, Database Systems, Databases, Database Management Systems, Database Management, Extract, Transform, Load, Database Software, Database Administration, PySpark, Apache Hive, Machine Learning Methods, Big Data, Machine Learning, Applied Machine Learning, Generative AI, Model Evaluation

    4.5 stars, 848 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.5 (848) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • I

    IBM

    IBM Java Developer

    Skills you'll gain: Software Development Life Cycle, Cloud-Native Computing, Software Architecture, Hibernate (Java), Database Design, Docker (Software), Containerization, Git (Version Control System), GitHub, Object Oriented Programming (OOP), Javascript, CI/CD, Restful API, Data Ethics, Java Programming, Model Deployment, Version Control, Database Management, Software Development, Software Design

    4.6 stars, 7.9K reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.6 (7.9K) · Beginner · Professional Certificate · 3 - 6 Months

    Category: Job skills
    Job skills
    Status: Free trial
    Free trial
  • E

    EDUCBA

    Private Equity & Venture Capital

    Skills you'll gain: Private Equity, Financial Modeling, Entrepreneurial Finance, Negotiation, Contract Negotiation, Case Studies, Financial Statement Analysis, Business Valuation, Investment Banking, Entrepreneurship, Income Statement, Balance Sheet, Finance, Financial Analysis, Financial Statements, Investments, Liquidation, Cash Flows, Analysis, Job Analysis

    4.8 stars, 31 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.8 (31) · Beginner · Specialization · 1 - 3 Months

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

    University of Toronto

    Self-Driving Cars

    Skills you'll gain: Computer Vision, Convolutional Neural Networks, Image Analysis, Control Systems, Robotics, Deep Learning, Simulation and Simulation Software, Software Architecture, Simulations, Safety Assurance, Global Positioning Systems, Hardware Architecture, Systems Architecture, Network Routing, Graph Theory, Estimation, Algorithms, Artificial Intelligence, Mathematical Modeling, Applied Mathematics

    4.7 stars, 3.6K reviews, Advanced, Specialization, 3 - 6 Months

    ★ 4.7 (3.6K) · Advanced · Specialization · 3 - 6 Months

    Status: Top AI program
    Top AI program
    Status: Free trial
    Free trial
  • N

    Novartis

    Clinical Trials: Good Clinical Practice

    Skills you'll gain: Good Clinical Practices (GCP), Informed Consent, Institutional Review Board (IRB), Clinical Research Ethics, Clinical Research Coordination, Clinical Research, Clinical Trials, Clinical Data Management, Drug Development, Record Keeping, Clinical Documentation, Regulatory Compliance, Document Management, Health Equity, Patient Communication

    4.7 stars, 796 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.7 (796) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • A

    Arizona State University

    English for Technology and the Environment

    Skills you'll gain: English Language, Environmental Issue, Language Competency, Vocabulary, Grammar, Language Learning

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
1…118119120…834

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

  • AI for Good: DeepLearning.AI
  • English for Travel and Shopping: Arizona State University
  • Python Data Structures: University of Michigan
  • Gen AI Dev- Implement Prompt Eng. Strategies & Governance: Amazon Web Services
  • English to Describe Me and My Daily Routines: Arizona State University
  • Build Anything with AI: No Code Required: Vanderbilt University
  • NoSQL, Big Data, and Spark Foundations: IBM
  • IBM Java Developer: IBM
  • Private Equity & Venture Capital: EDUCBA
  • Self-Driving Cars: University of Toronto

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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