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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
    J

    Johns Hopkins University

    Data Science Capstone

    Skills you'll gain: Exploratory Data Analysis, Model Evaluation, Predictive Modeling, Data Science, Analytical Skills, Data Analysis, Data Synthesis, Model Optimization, Data Presentation, Data Collection, Predictive Analytics, Data Preprocessing, R Programming, Machine Learning, Natural Language Processing

    4.5
    Rating, 4.5 out of 5 stars
    ·
    1.2K reviews

    Mixed · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
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    U

    University of Cambridge

    Cosmology

    Skills you'll gain: Physics, Mathematical Modeling, Physical Science, Geometry, Differential Equations, Scientific Methods, Applied Mathematics, Quantitative Research, Science and Research, Spatial Analysis, Data Analysis, Scientific Visualization, General Science and Research, General Mathematics, Mechanics, Critical Thinking

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    AutoCAD Architectural Design & Residential Planning

    Skills you'll gain: Architectural Drawing, AutoCAD, Architectural Design, Building Design, Technical Drawing, Engineering Drawings, Civil and Architectural Engineering, Drafting and Engineering Design, Computer-Aided Design, Engineering Plans And Specifications, Architecture and Construction, Sustainable Architecture, Autodesk, AutoCAD Civil 3D, Structural Engineering, Land Development, Functional Design, Conceptual Design, Layout Design, 3D Modeling

    4.8
    Rating, 4.8 out of 5 stars
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    76 reviews

    Beginner · Specialization · 1 - 3 Months

  • C

    Coursera

    Support Vector Machines in Python, From Start to Finish

    Skills you'll gain: Scikit Learn (Machine Learning Library), Predictive Modeling, Tensorflow, Cloud Computing, Statistical Machine Learning, Machine Learning Software, Classification Algorithms, Applied Machine Learning, Machine Learning Methods, Python Programming, Model Training, Data Preprocessing, Data Science, Machine Learning, Model Evaluation, Model Optimization, Scientific Visualization

    4.6
    Rating, 4.6 out of 5 stars
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    162 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
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    G

    Google Cloud

    Build Data Lakes and Data Warehouses on Google Cloud

    Skills you'll gain: Data Lakes, Data Governance, Google Cloud Platform, Data Warehousing, Data Infrastructure, Data Architecture, Cloud Storage, Data Management, Advanced Analytics, Big Data, Machine Learning Methods, Data Integration, Analytics, Data Processing, Data Security, Cloud Computing Architecture

    4.7
    Rating, 4.7 out of 5 stars
    ·
    2.9K reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Columbia University

    Financial Engineering and Risk Management

    Skills you'll gain: Portfolio Management, Derivatives, Financial Market, Securities (Finance), Investment Management, Portfolio Risk, Asset Management, Credit Risk, Mortgage Loans, Mathematical Modeling, Investments, Applied Mathematics, Risk Modeling, Estimation, Capital Markets, Futures Exchange, Financial Modeling, Regression Analysis, Market Liquidity, Statistical Methods

    4.6
    Rating, 4.6 out of 5 stars
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    432 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
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    K

    KodeKloud

    Vision AI and Advanced OpenAI

    Skills you'll gain: OpenAI API, OpenAI, Generative Model Architectures, Responsible AI, Generative AI, Prompt Engineering, Embeddings, Multimodal Prompts, Image Analysis, Large Language Modeling, AI powered creativity, Token Optimization, AI literacy, AI Security, LLM Application, AI Workflows, Data Ethics, Content Optimization, Critical Thinking and Problem Solving, Performance Measurement

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Innovating with Google Cloud Artificial Intelligence

    Skills you'll gain: Responsible AI, Agentic Workflows, Google Cloud Platform, Agentic systems, Artificial Intelligence and Machine Learning (AI/ML), Data Quality, Artificial Intelligence, Digital Transformation, Generative AI, Business Transformation, Cloud Solutions, AI literacy, Machine Learning, Analytics, Cloud Infrastructure, Data Processing, Applied Machine Learning, Data Ethics, Model Training, Managed Services

    4.8
    Rating, 4.8 out of 5 stars
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    117 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
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    S

    Simplilearn

    Foundation of Agentic AI and LLM Architecture Training

    Skills you'll gain: Agentic Workflows, Agentic systems, AI Orchestration, AI Workflows, LLM Application, Generative AI Agents, Workflow Management, AI Enablement, Business Workflow Analysis, Large Language Modeling, Decision Intelligence, Business Process Automation, Generative Model Architectures, Artificial Intelligence, Enterprise Application Management, Decision Making

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Gen AI: Unlock Foundational Concepts

    Skills you'll gain: Responsible AI, Generative AI, Generative Model Architectures, AI Security, Google Cloud Platform, Unstructured Data, Data Ethics, Large Language Modeling, Machine Learning, Innovation

    4.7
    Rating, 4.7 out of 5 stars
    ·
    201 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Evaluate Language Models: Metrics for Success

    Skills you'll gain: Model Training, LLM Application, Analysis, Statistical Methods, Benchmarking, Performance Metric

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of California San Diego

    Mathematical Thinking in Computer Science

    Skills you'll gain: Logical Reasoning, Computational Logic, Deductive Reasoning, Computational Thinking, Theoretical Computer Science, Algorithms, Programming Principles, Python Programming, Computer Programming

    4.4
    Rating, 4.4 out of 5 stars
    ·
    2.3K reviews

    Beginner · Course · 1 - 3 Months

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

  • Data Science Capstone: Johns Hopkins University
  • Cosmology: University of Cambridge
  • AutoCAD Architectural Design & Residential Planning: EDUCBA
  • Support Vector Machines in Python, From Start to Finish: Coursera
  • Build Data Lakes and Data Warehouses on Google Cloud: Google Cloud
  • Financial Engineering and Risk Management: Columbia University
  • Vision AI and Advanced OpenAI: KodeKloud
  • Innovating with Google Cloud Artificial Intelligence: Google Cloud
  • Foundation of Agentic AI and LLM Architecture Training: Simplilearn
  • Gen AI: Unlock Foundational Concepts: Google Cloud

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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