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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: Free Trial
    Free Trial
    C

    Coursera

    Introduction to Retrieval Augmented Generation (RAG)

    Skills you'll gain: LangChain, Prompt Engineering, LLM Application, Large Language Modeling, Retrieval-Augmented Generation, Vector Databases, Tool Calling, Embeddings, OpenAI API, ChatGPT, Google Gemini, AI Workflows, Generative AI Agents, Token Optimization, Agentic Workflows

    4.4
    Rating, 4.4 out of 5 stars
    ·
    39 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Calculus through Data & Modelling: Integration Applications

    Skills you'll gain: Integral Calculus, Calculus, Geometry, Applied Mathematics, Numerical Analysis, Mechanics, Mathematical Modeling, Physics

    4.6
    Rating, 4.6 out of 5 stars
    ·
    28 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    University of Michigan

    Introduction to 3D Printing with Metals

    Skills you'll gain: Manufacturing Processes, Augmented and Virtual Reality (AR/VR), Augmented Reality, Materials science, Industrial Engineering, Production Process, Process Analysis

    4.8
    Rating, 4.8 out of 5 stars
    ·
    21 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free
    Free
    C

    Curtis Institute of Music

    Exploring Beethoven's Piano Sonatas Part 3

    Skills you'll gain: Classical Music, Instrumental Music, Music Theory, Music, Musical Composition, Music Performance, Music History

    4.9
    Rating, 4.9 out of 5 stars
    ·
    118 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    E

    Edureka

    Certified Associate in Project Management (PMI-CAPM)

    Skills you'll gain: Business Analysis, Requirements Elicitation, Quality Assurance, Leadership and Management, Product Quality (QA/QC), Risk Management, Agile Product Development, Quality Control, Stakeholder Management, Risk Analysis, Project Coordination, Quality Assessment, Business Requirements, Initiative and Leadership, Stakeholder Analysis, Risk Management Framework, Project Planning, Problem Solving, Communication, Critical Thinking

    4.5
    Rating, 4.5 out of 5 stars
    ·
    18 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    D

    DeepLearning.AI

    Data I/O and Preprocessing with Python and SQL

    Skills you'll gain: Web Scraping, Extract, Transform, Load, Data Manipulation, Data Wrangling, Data Preprocessing, Data Validation, Data Processing, Data Ethics, Data Import/Export, Data Cleansing, SQL, Data Transformation, JSON, Query Languages, Data Pipelines, Pandas (Python Package), Data Collection, Generative AI, Relational Databases, Unstructured Data

    4.5
    Rating, 4.5 out of 5 stars
    ·
    23 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Columbia University

    Features and Boundaries

    Skills you'll gain: Image Analysis, Computer Vision, Classification Algorithms, Algorithms, Machine Learning Methods

    4.8
    Rating, 4.8 out of 5 stars
    ·
    55 reviews

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Operational Risk and Financial Resilience

    Skills you'll gain: Operational Risk, Enterprise Risk Management (ERM), Risk Modeling, Risk Appetite, Governance Risk Management and Compliance, Risk Management Framework, Market Liquidity, Advanced Analytics, Credit Risk, Analytics, Risk Management, Financial Market, Finance, Derivatives, Investment Management, Performance Measurement, Analysis, Planning, Problem Solving, Time Management

    Beginner · Specialization · 3 - 6 Months

  • Status: Preview
    Preview
    U

    University of California, Irvine

    Relativism

    Skills you'll gain: Liberal Arts, Cultural Diversity, Diversity Awareness, Culture, Anthropology, Social Studies, Student-Centred Learning, Ethical Standards And Conduct, Sociology, Case Studies, Environmental Issue, Science and Research

    4.3
    Rating, 4.3 out of 5 stars
    ·
    46 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Fine-Tune & Optimize Generative AI Models

    Skills you'll gain: Fine-tuning, Hugging Face, LLM Application, Model Optimization, Large Language Modeling, MLOps (Machine Learning Operations), Generative AI, AI Product Strategy, Transfer Learning, Model Training, Applied Machine Learning, AI Personalization, Model Evaluation, Performance Tuning, Model Based Systems Engineering, Memory Management, Program Evaluation, Analysis, Probability Distribution

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado System

    C# Class Development

    Skills you'll gain: Unity Engine, Video Game Development, C# (Programming Language), Game Design, Object Oriented Design, Object Oriented Programming (OOP), Application Design, Software Design, Programming Principles, Program Development, Application Development, Scripting

    4.8
    Rating, 4.8 out of 5 stars
    ·
    68 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    E

    EDUCBA

    PyCharm Project - Tic-Tac-Toe Game Development

    Skills you'll gain: Code Reusability

    4.6
    Rating, 4.6 out of 5 stars
    ·
    25 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Introduction to Retrieval Augmented Generation (RAG): Coursera
  • Calculus through Data & Modelling: Integration Applications: Johns Hopkins University
  • Introduction to 3D Printing with Metals: University of Michigan
  • Exploring Beethoven's Piano Sonatas Part 3: Curtis Institute of Music
  • Certified Associate in Project Management (PMI-CAPM): Edureka
  • Data I/O and Preprocessing with Python and SQL: DeepLearning.AI
  • Features and Boundaries: Columbia University
  • Operational Risk and Financial Resilience: EDUCBA
  • Relativism: University of California, Irvine
  • Fine-Tune & Optimize Generative AI Models: 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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