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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


  • I

    IBM

    IBM AI-Native Data Engineering

    Skills you'll gain: Vector Databases, Data Architecture, Data Lakes, Data Engineering, Retrieval-Augmented Generation, Decision Intelligence, Unstructured Data, Database Architecture and Administration, Data Infrastructure, Systems Architecture, Embeddings, Data Warehousing, Data Cleansing, AI Orchestration, Responsible AI, Infrastructure Architecture, Verification And Validation, Code Review, Data Validation, Metadata Management

    Intermediate · Professional Certificate · 3 - 6 Months

    Category: New
    New
  • J

    John Wiley & Sons

    The Leadership Challenge

    Skills you'll gain: Visionary, Trustworthiness, Growth Mindedness, Organizational Leadership, Team Motivation, Relationship Building, Rapport Building, Initiative and Leadership, Recognizing Others, Team Leadership, Strategic Leadership, Drive Engagement, Team Building, Team Performance Management, Leadership Development, Leadership, Lifelong Learning, Team Management, Leadership and Management, Business Leadership

    Beginner · Specialization · 1 - 3 Months

    Category: New
    New
  • H

    Hebrew University of Jerusalem

    Build a Modern Computer from First Principles: From Nand to Tetris (Project-Centered Course)

    Skills you'll gain: Computer Architecture, Hardware Architecture, Computer Hardware, Computer Engineering, Computer Science, Computer Systems, Microarchitecture, Computational Logic, System Programming, Computer Programming, Systems Design, System Design and Implementation, Other Programming Languages, Technical Design, Software Design, Memory Management, Program Development, Data Storage

    ★ 4.9 (3.7K) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • M

    Microsoft

    Microsoft Generative and Agentic AI Basics

    Skills you'll gain: Responsible AI, Prompt Engineering, Generative AI, Agentic Workflows, AI Workflows, Generative AI Agents, AI Orchestration, Retrieval-Augmented Generation, Generative Model Architectures, Microsoft Azure, Agentic systems, Artificial Intelligence and Machine Learning (AI/ML), AI Security, LLM Application, Application Deployment, ChatGPT, Artificial Intelligence, Artificial Neural Networks, Deep Learning, Machine Learning

    ★ 3.7 (54) · Intermediate · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
  • R

    Rice University

    An Introduction to Interactive Programming in Python (Part 1)

    Skills you'll gain: Event-Driven Programming, Application Development, Interactive Design, UI Components, User Interface (UI), Motion Graphics, Video Game Development, Animations, Animation and Game Design, Programming Principles, Computer Graphics, Python Programming, Game Design, Program Development, Computer Programming

    ★ 4.8 (3.3K) · Mixed · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • U

    University of Pennsylvania

    Calculus: Single Variable Part 1 - Functions

    Skills you'll gain: Calculus, Mathematical Theory & Analysis, Algebra, Advanced Mathematics, Applied Mathematics, Derivatives

    ★ 4.7 (2.4K) · Mixed · Course · 1 - 4 Weeks

    Category: Free
    Free
  • C

    California Institute of the Arts

    Sharpened Visions: A Poetry Workshop

    Skills you'll gain: Writing and Editing, Peer Review, Editing, Writing, Storytelling, Language Competency, Creativity, English Language, Language Learning

    ★ 4.8 (1.9K) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • A

    Amazon Web Services

    Exploring Artificial Intelligence Use Cases and Applications

    Skills you'll gain: Generative AI, Business Metrics, Generative Model Architectures, Machine Learning Methods, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Machine Learning Algorithms, AI literacy, Model Evaluation, LLM Application, Artificial Intelligence, Key Performance Indicators (KPIs), Performance Measurement, Performance Metric, Business Solutions

    ★ 4.5 (317) · Beginner · Course · 1 - 4 Weeks

    Category: Free
    Free
  • I

    IBM

    Introduction to DevOps

    Skills you'll gain: DevOps, Agile Methodology, Cloud-Native Computing, Devops Tools, Continuous Integration, CI/CD, Test Driven Development (TDD), Agile Software Development, Scrum (Software Development), Continuous Deployment, Software Development Methodologies, Behavior-Driven Development, Cloud Computing Architecture, Continuous Delivery, Performance Metric, Team Performance Management, Accountability, Culture Transformation, Microservices, Organizational Development

    ★ 4.8 (4.2K) · Beginner · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • T

    The University of Edinburgh

    EDIVET: Do you have what it takes to be a veterinarian?

    Skills you'll gain: Anatomy, Respiratory Care, Pathology, Vital Signs, Cardiology, Basic Patient Care, Physiology, Patient Observation, Health Care, Clinical Assessment, Cell Biology, Patient Communication

    ★ 4.8 (2.6K) · Mixed · Course · 1 - 3 Months

  • B

    Board Infinity

    Real-Time Dashboards in Python: Streamlit & Live Data

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • C

    Coursera

    Logistic Regression with NumPy and Python

    Skills you'll gain: Matplotlib, Seaborn, Exploratory Data Analysis, Logistic Regression, NumPy, Machine Learning Methods, Jupyter, Scikit Learn (Machine Learning Library), Data Science, Machine Learning, Machine Learning Algorithms, Python Programming

    ★ 4.5 (396) · Beginner · Guided Project · Less Than 2 Hours

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

  • IBM AI-Native Data Engineering: IBM
  • The Leadership Challenge: John Wiley & Sons
  • Build a Modern Computer from First Principles: From Nand to Tetris (Project-Centered Course): Hebrew University of Jerusalem
  • Microsoft Generative and Agentic AI Basics: Microsoft
  • An Introduction to Interactive Programming in Python (Part 1): Rice University
  • Calculus: Single Variable Part 1 - Functions: University of Pennsylvania
  • Sharpened Visions: A Poetry Workshop: California Institute of the Arts
  • Exploring Artificial Intelligence Use Cases and Applications: Amazon Web Services
  • Introduction to DevOps: IBM
  • EDIVET: Do you have what it takes to be a veterinarian?: The University of Edinburgh

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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