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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

    Universidad de los Andes

    PlanU: escoge la mejor carrera y universidad para ti

    Skills you'll gain: Adaptability, Decision Making, Self-Awareness, Planning, Personal Development, Dealing With Ambiguity, Independent Thinking, Higher Education, Lifelong Learning, Critical Thinking, Goal Setting, Family Support, Open Mindset, Research

    4.8 stars, 736 reviews, Beginner, Course, 1 - 4 Weeks

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

    Category: Preview
    Preview
  • M

    Microsoft

    Explore Core Data Concepts in Microsoft Azure

    Skills you'll gain: Microsoft Azure, Data Processing, Database Theory, Databases, Data Store, Database Systems, Database Management Systems, Cloud Services, Data Storage, Database Management, Relational Databases, Query Languages, NoSQL, Data Management, Cloud Computing, Data Analysis, Data Visualization Software

    4.7 stars, 493 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • C

    Coursera

    Aerial Image Segmentation with PyTorch

    Skills you'll gain: PyTorch (Machine Learning Library), Convolutional Neural Networks, Transfer Learning, Model Evaluation, Image Analysis, Model Training, Computer Vision, Applied Machine Learning, Deep Learning, Python Programming

    4 stars, 32 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4 (32) · Intermediate · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • U

    Università Bocconi

    A Scientific Approach to Innovation Management

    Skills you'll gain: Data Analysis, Innovation, Strategic Decision-Making, Analysis, Statistical Analysis, General Science and Research, Data-Driven Decision-Making, Regression Analysis, Correlation Analysis, Decision Making, Big Data, Statistical Hypothesis Testing, Performance Metric, Entrepreneurship, Business Metrics, A/B Testing, Machine Learning

    4.7 stars, 110 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.7 (110) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • E

    EDUCBA

    Body Language for Effective Professional Communication

    4.5 stars, 23 reviews, Beginner, Course, 1 - 4 Weeks

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

  • A

    Amazon Web Services

    Essentials of Prompt Engineering

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Responsible AI

    4.6 stars, 1K reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.6 (1K) · Mixed · Course · 1 - 4 Weeks

    Category: Free
    Free
  • A

    AI CERTs

    AI for Mining

    Skills you'll gain: Decision Intelligence, Applied Machine Learning

    3.8 stars, 6 reviews, Beginner, Course, 1 - 3 Months

    ★ 3.8 (6) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • C

    Coursera

    Open Generative AI: Build with Open Models and Tools

    Skills you'll gain: Generative AI Agents, Model Context Protocol, Retrieval-Augmented Generation, Generative Model Architectures, Fine-tuning, Model Deployment, Responsible AI, Load Balancing, Large Language Modeling, Containerization, AI Security, Docker (Software), Model Optimization, Generative AI, Model Evaluation, Agentic systems, LangChain, Restful API, Data Ethics, Image Quality

    4.3 stars, 6 reviews, Intermediate, Professional Certificate, 3 - 6 Months

    ★ 4.3 (6) · Intermediate · Professional Certificate · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    UNSW Sydney (The University of New South Wales)

    Designing the Future of Work

    Skills you'll gain: Design Thinking, Design Strategies, Business Transformation, Workforce Development, Strategic Thinking, Automation, Digital Transformation, Human Centered Design, Emerging Technologies, Innovation, Service Design

    4.7 stars, 322 reviews, Beginner, Course, 1 - 4 Weeks

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

    Category: Preview
    Preview
  • U

    University of Illinois Urbana-Champaign

    An Introduction to Accessibility and Inclusive Design

    Skills you'll gain: Disabilities, Web Content Accessibility Guidelines, Education and Training, Multimedia, Educational Materials, Adaptive Equipment, Pedagogy, Hypertext Markup Language (HTML), Developmental Disabilities, Instructional Design, Visual Impairment Education, Diversity Awareness, Labor Law, Law, Regulation, and Compliance, Family and Medical Leave Act of 1993, Microsoft Office

    4.6 stars, 253 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (253) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    DP-900 Azure Data Fundamentals

    Skills you'll gain: Relational Databases, Power BI, Microsoft Azure, Database Management, NoSQL, Dashboard, Cloud Deployment, Dashboard Creation, Data Integration, Data Visualization, Data Visualization Software, SQL, Database Management Systems, Data Storage, Data Modeling, Cloud Storage, Extract, Transform, Load, Data Processing, Infrastructure As A Service (IaaS), Platform As A Service (PaaS)

    4.7 stars, 27 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • D

    Duke University

    GenAI Basics - How LLMs Work

    Skills you'll gain: Large Language Modeling, Fine-tuning, Generative AI, Machine Learning, Model Training, Artificial Intelligence, Data Science

    4 stars, 40 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4 (40) · Beginner · Guided Project · Less Than 2 Hours

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

  • PlanU: escoge la mejor carrera y universidad para ti: Universidad de los Andes
  • Explore Core Data Concepts in Microsoft Azure: Microsoft
  • Aerial Image Segmentation with PyTorch: Coursera
  • A Scientific Approach to Innovation Management: Università Bocconi
  • Body Language for Effective Professional Communication: EDUCBA
  • Essentials of Prompt Engineering: Amazon Web Services
  • AI for Mining: AI CERTs
  • Open Generative AI: Build with Open Models and Tools: Coursera
  • Designing the Future of Work: UNSW Sydney (The University of New South Wales)
  • An Introduction to Accessibility and Inclusive Design: University of Illinois Urbana-Champaign

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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