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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 London

    Global Diplomacy – Diplomacy in the Modern World

    Skills you'll gain: Diplomacy, International Relations, Political Sciences, Cultural Diversity, Mediation, Intercultural Competence, Cultural Sensitivity, World History, Conflict Management, Policy Analysis, Ethical Standards And Conduct

    4.7 stars, 5.6K reviews, Mixed, Course, 1 - 3 Months

    ★ 4.7 (5.6K) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • P

    Packt

    AI LLM Fundamentals: Intro to Large Language Models+ChatGPT

    Skills you'll gain: Prompt Engineering, Fine-tuning, LLM Application, Large Language Modeling, ChatGPT, Generative AI, Generative Model Architectures, Machine Learning Methods, Embeddings, Artificial Intelligence and Machine Learning (AI/ML), Responsible AI, Model Training, Deep Learning, AI literacy, Natural Language Processing, Model Optimization, AI Workflows, Convolutional Neural Networks

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
  • G

    Google

    AI for Data Analysis

    Skills you'll gain: Data Presentation, Interactive Data Visualization, Analytics, Business Analytics, Data Wrangling, AI Personalization, Artificial Intelligence, Model Evaluation, Performance Analysis, AI literacy, Generative AI, Simulation and Simulation Software, Productivity Software, Google Workspace

    4.7 stars, 773 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (773) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • L

    Ludwig-Maximilians-Universität München (LMU)

    Competitive Strategy and Organization Design

    Skills you'll gain: Mergers & Acquisitions, Customer Retention, Business Research, Business Strategy, Organizational Structure, Organizational Strategy, Peer Review, Game Theory, Strategic Thinking, Competitive Analysis, Business Strategies, Strategic Partnership, Consulting, Corporate Strategy, Product Strategy, Report Writing, Business Consulting, Growth Strategies, Organizational Development, Organizational Effectiveness

    4.7 stars, 3.7K reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.7 (3.7K) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • P

    Packt

    Agentic AI Architectures with Patterns, Frameworks and MCP

    Skills you'll gain: Agentic Workflows, AI Orchestration, Model Context Protocol, Generative AI Agents, Agentic systems, Context Engineering, Prompt Engineering, LLM Application, LangChain, ChatGPT, Tool Calling, AI Integrations, Retrieval-Augmented Generation, Context Management, Software Architecture, Deep Learning, Interoperability, Software Design Patterns

    Intermediate · Course · 3 - 6 Months

    Category: New
    New
  • P

    Pontificia Universidad Católica de Chile

    Introducción a la programación en Python I: Aprendiendo a programar con Python

    Skills you'll gain: File I/O, Python Programming, Code Reusability, Data Structures, Programming Principles, Computer Programming, Program Development, Application Development, Computational Logic

    4.4 stars, 5K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.4 (5K) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • E

    EDUCBA

    ITIL V4 Certification Preparation

    Skills you'll gain: Service Management, Information Technology Infrastructure Library, Customer experience improvement, IT Service Management, Service Improvement, Change Control, IT Management, Information Technology Architecture, Technical Management, Practice Management, Security Management, Technical Services, Infrastructure Architecture, Enterprise Architecture, Business Relationship Management, Hospitality Services, Continuous Improvement Process, Agile Methodology, Governance, Risk Management Framework

    4.7 stars, 533 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (533) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • I

    IBM

    Data Analysis with Python

    Skills you'll gain: Data Wrangling, Exploratory Data Analysis, Model Evaluation, Data Cleansing, Data Preprocessing, Data Manipulation, Data Analysis, Data Processing, Model Training, Scatter Plots, Statistical Analysis, Predictive Modeling, Regression Analysis, Statistical Methods, Data Transformation, Feature Engineering, Data Import/Export, Scientific Visualization, Data Visualization, Python Programming

    4.7 stars, 20K reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.7 (20K) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • D

    DeepLearning.AI

    Advanced Deployment Scenarios with TensorFlow

    Skills you'll gain: Model Deployment, Federated Learning, Tensorflow, Transfer Learning, Model Training, MLOps (Machine Learning Operations), Model Evaluation, Fine-tuning, Machine Learning, Information Privacy, Embeddings

    4.8 stars, 512 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (512) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    IBM

    IBM Product Manager

    Skills you'll gain: AI Product Strategy, User Story, Usability Testing, New Product Development, Product Management, Product Lifecycle Management, Product Development, Innovation, Agile Software Development, Scrum (Software Development), Product Roadmaps, Agile Methodology, Kanban Principles, Responsible AI, Generative AI, Backlogs, Product Planning, ChatGPT, Registration, Leadership

    4.7 stars, 4.6K reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.7 (4.6K) · Beginner · Professional Certificate · 3 - 6 Months

    Category: Job ready
    Job ready
    Status: Free trial
    Free trial
  • T

    The Hong Kong University of Science and Technology

    Matrix Algebra for Engineers

    Skills you'll gain: Linear Algebra, Engineering Calculations, Algebra, Engineering Analysis, General Mathematics, Advanced Mathematics, Applied Mathematics, Numerical Analysis

    4.9 stars, 4.7K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.9 (4.7K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    IBM

    IBM Project Manager

    Skills you'll gain: User Story, Risk Management, Team Motivation, Stakeholder Engagement, Project Planning, Peer Review, Agile Software Development, Scrum (Software Development), Project Management Life Cycle, Risk Management Framework, Project Management Institute (PMI) Methodology, Stakeholder Management, Agile Methodology, Stakeholder Communications, Project Management, Interviewing Skills, Professional Networking, Leadership, Agile Project Management, Communication

    4.8 stars, 5.9K reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.8 (5.9K) · Beginner · Professional Certificate · 3 - 6 Months

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

  • Global Diplomacy – Diplomacy in the Modern World: University of London
  • AI LLM Fundamentals: Intro to Large Language Models+ChatGPT: Packt
  • AI for Data Analysis: Google
  • Competitive Strategy and Organization Design: Ludwig-Maximilians-Universität München (LMU)
  • Agentic AI Architectures with Patterns, Frameworks and MCP: Packt
  • Introducción a la programación en Python I: Aprendiendo a programar con Python: Pontificia Universidad Católica de Chile
  • ITIL V4 Certification Preparation: EDUCBA
  • Data Analysis with Python: IBM
  • Advanced Deployment Scenarios with TensorFlow: DeepLearning.AI
  • IBM Product Manager: IBM

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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