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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


  • U

    University of Cambridge

    Astronomy and Cosmology: Exploring the Universe

    Skills you'll gain: Scientific Methods, Physics, Physical Science, Mathematical Modeling, Science and Research, Environment, Life Sciences, Geometry, Differential Equations, Research, Data Analysis, Applied Mathematics, Quantitative Research, General Mathematics, Spatial Analysis, General Science and Research, Taxonomy, Mathematical Theory & Analysis, electromagnetics, Scientific Visualization

    Beginner · Specialization · 3 - 6 Months

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

    University of California San Diego

    Hadoop Platform and Application Framework

    Skills you'll gain: Apache Hadoop, Big Data, Data Analysis, Apache Spark, Data Science, PySpark, File Systems, Data Processing, Software Architecture, Distributed Computing, Performance Tuning, Data Storage, System Configuration, Python Programming

    4 stars, 3.3K reviews, Mixed, Course, 1 - 3 Months

    ★ 4 (3.3K) · Mixed · Course · 1 - 3 Months

  • U

    University of Washington

    Programming Languages, Part A

    Skills you'll gain: Software Installation, Programming Principles, Other Programming Languages, Functional Design, Computer Programming, Ruby (Programming Language), Theoretical Computer Science, Object Oriented Programming (OOP), Code Reusability, Development Environment

    4.9 stars, 1.9K reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.9 (1.9K) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • I

    IBM

    Foundations of AI Native Data Engineering

    Skills you'll gain: Infrastructure Architecture, Metadata Management

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • G

    Google Cloud

    Generative AI Leader

    Skills you'll gain: Prompt Engineering, Generative AI Agents, Google Gemini, Retrieval-Augmented Generation, Responsible AI, Generative AI, Google Workspace, Google Cloud Platform, Gemini, Generative Model Architectures, AI Product Strategy, Prompt Patterns, AI Enablement, AI Security, Agentic Workflows, AI literacy, Prompt Engineering Tools, Artificial Intelligence, Cloud Computing, Collaboration

    4.7 stars, 1.3K reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.7 (1.3K) · Beginner · Professional Certificate · 3 - 6 Months

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

    Category: New
    New
    Status: Free trial
    Free trial
  • 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

    Category: New
    New
    Status: Free trial
    Free trial
  • B

    Board Infinity

    Build an AI-Powered Document Summarizer & Q&A System

    Skills you'll gain: Retrieval-Augmented Generation, Prompt Engineering, Token Optimization, Embeddings, Generative Model Architectures, Generative AI, LLM Application, Model Deployment, Data Processing, Text Mining, Model Evaluation, Unstructured Data, Large Language Modeling, Model Training, Data Preprocessing, Vector Databases, API Design, Metadata Management, Docker (Software), Python Programming

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • J

    Johns Hopkins University

    Introduction to AI for Cybersecurity

    Skills you'll gain: AI Security, Cybersecurity, Cyber Attacks, Fraud detection, Classification Algorithms, Email Security, Threat Detection, Jupyter, Authentications, Machine Learning Algorithms, Artificial Intelligence, Applied Machine Learning, Machine Learning, Supervised Learning

    4.2 stars, 106 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.2 (106) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • G

    Google

    AI for App Deployment

    Skills you'll gain: Debugging, Application Development, Artificial Intelligence, Generative AI

    4.8 stars, 110 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (110) · Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • A

    Arizona State University

    Teach English Now! Capstone Project 1

    Skills you'll gain: Lesson Planning, Teaching, Pedagogy, Curriculum Planning, Instructional Strategies, Education and Training, Instructional and Curriculum Design, Curriculum Development, Instructional Design, Student Engagement, Peer Review

    4.9 stars, 2.6K reviews, Mixed, Course, 1 - 3 Months

    ★ 4.9 (2.6K) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • M

    Macquarie University

    Excel Skills for Business: Intermediate II

    Skills you'll gain: Excel Formulas, Microsoft Excel, Excel Macros, Data Validation, Spreadsheet Software, Data Modeling, Financial Forecasting, Predictive Modeling, Financial Modeling, Data Integrity, Visual Basic (Programming Language), Business Modeling, Automation, Data Security

    4.8 stars, 8.5K reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.8 (8.5K) · Intermediate · Course · 1 - 3 Months

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

  • Astronomy and Cosmology: Exploring the Universe: University of Cambridge
  • Hadoop Platform and Application Framework: University of California San Diego
  • Programming Languages, Part A: University of Washington
  • Foundations of AI Native Data Engineering: IBM
  • Generative AI Leader: Google Cloud
  • Foundation of Agentic AI and LLM Architecture Training: Simplilearn
  • Vision AI and Advanced OpenAI: KodeKloud
  • Build an AI-Powered Document Summarizer & Q&A System: Board Infinity
  • Introduction to AI for Cybersecurity: Johns Hopkins University
  • AI for App Deployment: Google

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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