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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


  • Status: Top AI Program
    Top AI Program
    S

    Stanford University

    AI in Healthcare

    Skills you'll gain: Feature Engineering, Healthcare Ethics, Pharmaceuticals, Data Ethics, Clinical Research, Clinical Data Management, Health Systems, Healthcare Industry Knowledge, Medical Records, Machine Learning Methods, Unstructured Data, Model Deployment, Health Informatics, Data Mining, Managed Care, Model Evaluation, Health Care, Responsible AI, Machine Learning, Artificial Intelligence

    4.7
    Rating, 4.7 out of 5 stars
    ·
    2.5K reviews

    Beginner · Specialization · 3 - 6 Months

  • C

    Coursera

    Databricks GenAI Engineering

    Skills you'll gain: Databricks, Generative AI, Prompt Engineering, Retrieval-Augmented Generation, Vector Databases, Context Engineering, Fine-tuning, LLM Application, MLOps (Machine Learning Operations), Large Language Modeling, Applied Machine Learning, Embeddings, Data Lakes, Model Evaluation, Model Optimization, Application Deployment, Acceptance Testing

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Vector Database Foundations and Core Concepts

    Skills you'll gain: Vector Databases, Embeddings, Generative AI, AI Workflows, Retrieval-Augmented Generation, Database Design, Database Systems, Model Optimization, Unstructured Data, Performance Tuning, Machine Learning Methods, Dimensionality Reduction, Model Evaluation, Scalability, Machine Learning

    Intermediate · Course · 1 - 3 Months

  • Status: Top AI Program
    Top AI Program
    V

    Vanderbilt University

    AI Agents and Agentic AI in Python: Powered by Generative AI

    Skills you'll gain: Prompt Engineering, ChatGPT, Generative AI Agents, AI Orchestration, Prompt Patterns, Agentic Workflows, OpenAI API, LLM Application, AI Workflows, AI literacy, AI Enablement, AI powered creativity, Agentic systems, Generative AI, Artificial Intelligence, Large Language Modeling, AI Security, Tool Calling, OpenAI, Application Development

    4.8
    Rating, 4.8 out of 5 stars
    ·
    8.4K reviews

    Beginner · Specialization · 3 - 6 Months

  • U

    Universidades Anáhuac

    Spanish for the Workplace: From basics to business

    Skills you'll gain: Bilingual (Spanish/English), Office Procedures, Interviewing Skills

    Intermediate · Course · 1 - 3 Months

  • M

    Microsoft

    Microsoft Azure AI Fundamentals AI-900 Exam Prep

    Skills you'll gain: Responsible AI, Image Analysis, Anomaly Detection, Text Mining, Unsupervised Learning, Microsoft Azure, Data Ethics, Natural Language Processing, AI Workflows, Computer Vision, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Applied Machine Learning, Machine Learning Software, AI literacy, Model Training, Regression Analysis, No-Code Development, Predictive Modeling, Machine Learning

    4.5
    Rating, 4.5 out of 5 stars
    ·
    1.6K reviews

    Beginner · Specialization · 3 - 6 Months

  • U

    University of California, Davis

    Basic English Skills: Hobbies

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

    4.8
    Rating, 4.8 out of 5 stars
    ·
    13 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of California, Irvine

    Enhance your Writing with Noun Clauses

    Skills you'll gain: Grammar, English Language

    4.9
    Rating, 4.9 out of 5 stars
    ·
    17 reviews

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google

    AI Fundamentals

    Skills you'll gain: Prompt Patterns, Responsible AI, AI powered creativity, AI Enablement, AI literacy, Google Gemini, Artificial Intelligence, AI Workflows, LLM Application, AI Personalization, Generative AI, Google Workspace, Data Literacy, Data Synthesis

    4.8
    Rating, 4.8 out of 5 stars
    ·
    2.1K reviews

    Beginner · Course · 1 - 3 Months

  • E

    EDUCBA

    Employee Evaluation and Appraisal Techniques

    Skills you'll gain: Performance Appraisal, Performance Review, Performance Management, Performance Measurement, Employee Performance Management, Performance Analysis, Supervision, Human Resources Management and Planning, Human Resources Information System (HRIS), Human Resources

    Mixed · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Analyze & Evaluate Banking Risks: ALM, Credit & FX

    Skills you'll gain: Bank Regulations, Operational Risk, Credit Risk, Banking, Commercial Banking, Regulatory Compliance, Risk Modeling, Risk Control, Compliance Management, Risk Management Framework, Internal Controls, Risk Management, Financial Services, Portfolio Risk, Governance Risk Management and Compliance, Lending and Underwriting, Risk Analysis, Enterprise Risk Management (ERM), Market Liquidity, Cash Management

    5
    Rating, 5 out of 5 stars
    ·
    11 reviews

    Mixed · Course · 1 - 4 Weeks

  • M

    Macquarie University

    Excel Skills for Business

    Skills you'll gain: Excel Formulas, Dashboard, Microsoft Excel, Dashboard Creation, Data Wrangling, Excel Macros, Data Preprocessing, Spreadsheet Software, Data Validation, Data Manipulation, Data Processing, Data Presentation, Interactive Data Visualization, Data Analysis Software, Business Analytics, Data Modeling, Financial Forecasting, Analytical Skills, Predictive Modeling, Productivity Software

    4.9
    Rating, 4.9 out of 5 stars
    ·
    64K reviews

    Beginner · Specialization · 3 - 6 Months

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

  • AI in Healthcare: Stanford University
  • Databricks GenAI Engineering: Coursera
  • Vector Database Foundations and Core Concepts: Coursera
  • AI Agents and Agentic AI in Python: Powered by Generative AI: Vanderbilt University
  • Spanish for the Workplace: From basics to business: Universidades Anáhuac
  • Microsoft Azure AI Fundamentals AI-900 Exam Prep: Microsoft
  • Basic English Skills: Hobbies: University of California, Davis
  • Enhance your Writing with Noun Clauses: University of California, Irvine
  • AI Fundamentals: Google
  • Employee Evaluation and Appraisal Techniques: EDUCBA

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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