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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 Pennsylvania

    Introduction to Programming with Python and Java

    Skills you'll gain: File I/O, Matplotlib, Object Oriented Design, Java, Object Oriented Programming (OOP), Data Analysis, Unit Testing, Pandas (Python Package), Java Programming, Plot (Graphics), Eclipse (Software), Application Development, Data Visualization, Data Structures, Data Science, Data Cleansing, Programming Principles, Computer Programming Tools, Python Programming, Computer Programming

    4.5 stars, 1.9K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.5 (1.9K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • R

    Rice University

    Fundamentals of Computing

    Skills you'll gain: Computational Thinking, Event-Driven Programming, Algorithms, Combinatorics, Graph Theory, Programming Principles, Application Development, Object Oriented Programming (OOP), Data Structures, Theoretical Computer Science, Probability, Video Game Development, Bioinformatics, Interactive Design, Animation and Game Design, Python Programming, Data Analysis, User Interface (UI), Computer Science, Computer Programming

    4.8 stars, 4.1K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.8 (4.1K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • L

    LearnKartS

    Azure Deployment Strategies, Containers, AKS, and Monitoring

    Skills you'll gain: Azure DevOps Pipelines, Containerization, CI/CD, Docker (Software), Azure DevOps, Cloud-Native Computing, Microsoft Azure, Continuous Integration, Kubernetes, Application Deployment, Continuous Deployment, Devops Tools, DevOps, Application Performance Management, Event Monitoring, Continuous Monitoring, Capacity Management, Test Planning, Disaster Recovery, Query Languages

    Advanced · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • S

    Salesforce

    Sales and CRM Overview

    Skills you'll gain: Sales Process, Sales, Salesforce, Customer Relationship Management (CRM) Software, Sales Operations, Customer Relationship Management, General Sales Practices, B2B Sales, Sales Pipelines, Data Management, Customer Data Management, Information Management, Databases, Data Quality, Data Cleansing, Business-To-Consumer

    4.6 stars, 1.7K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (1.7K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • S

    Simplilearn

    Agentic AI with Model Context Protocol Training

    Skills you'll gain: AI Integrations, Tool Calling, Agentic systems, Generative AI Agents, AI Security, LLM Application, Context Management, Interoperability, Google Cloud Platform, Session Initiation Protocols, Risking, Systems Integration, Servers, Scalability, Risk Management, Pandas (Python Package), Server Side

    Beginner · Course · 1 - 4 Weeks

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

    University of Pennsylvania

    Positive Psychology: Martin E. P. Seligman’s Visionary Science

    Skills you'll gain: Positivity, Optimism, Resilience, Psychology, Persistence, Personal Development, Mental Health, School Psychology, Gerontology, Growth Mindedness, Creativity, Education and Training, Social Sciences, Relationship Building

    4.9 stars, 6.4K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.9 (6.4K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Pennsylvania

    Fundamentals of Finance

    Skills you'll gain: Finance, Capital Budgeting, Portfolio Management, Equities, Corporate Finance, General Finance, Return On Investment, Financial Analysis, Portfolio Risk, Business Valuation, Financial Market, Securities (Finance), Investment Management, Market Dynamics, Investments, Cash Flows

    4 stars, 1.1K reviews, Beginner, Course, 1 - 3 Months

    ★ 4 (1.1K) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Minnesota

    Creative Problem Solving

    Skills you'll gain: Creativity, Creative Thinking, Creative Problem-Solving, Brainstorming, Cognitive flexibility, Persistence, Innovation, Problem Solving, Adaptability

    4.4 stars, 2.4K reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.4 (2.4K) · Mixed · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • P

    Packt

    The Complete Quantum Computing Course for Beginners

    Skills you'll gain: Python Programming, Algorithms, Computer Programming, Theoretical Computer Science, Linear Algebra, Mathematics and Mathematical Modeling, Computer Science, Algebra, Object Oriented Programming (OOP), IBM Cloud, Scripting, Probability, Artificial Intelligence and Machine Learning (AI/ML), Data Processing, Mathematical Modeling, Data Structures, Data Manipulation, Probability & Statistics, Applied Mathematics, Software Installation

    4.4 stars, 104 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.4 (104) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of Illinois Urbana-Champaign

    The Digital Marketing Revolution

    Skills you'll gain: Marketing Management, Marketing, Strategic Marketing, Marketing Strategies, Consumer Behaviour, Marketing Channel, Cross-Channel Marketing, Global Marketing, Digital Transformation, Case Studies, digital literacy, Digital Marketing, Business Strategy, Innovation

    4.7 stars, 1.8K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (1.8K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • 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 stars, 201 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Introduction to CATIA V5

    Skills you'll gain: Technical Drawing, Engineering Drawings, Mechanical Drawings, Computer Aided Three-Dimensional Interactive Application (CATIA), Assembly Drawing, 3D Modeling, Mechanical Design, Drafting and Engineering Design, Computer-Aided Design, Visualization (Computer Graphics), Design Software, File Management, Engineering Design Process, Interoperability, User Interface (UI)

    4.7 stars, 286 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (286) · Beginner · Course · 1 - 3 Months

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

  • Introduction to Programming with Python and Java: University of Pennsylvania
  • Fundamentals of Computing: Rice University
  • Azure Deployment Strategies, Containers, AKS, and Monitoring: LearnKartS
  • Sales and CRM Overview: Salesforce
  • Agentic AI with Model Context Protocol Training: Simplilearn
  • Positive Psychology: Martin E. P. Seligman’s Visionary Science: University of Pennsylvania
  • Fundamentals of Finance: University of Pennsylvania
  • Creative Problem Solving: University of Minnesota
  • The Complete Quantum Computing Course for Beginners: Packt
  • The Digital Marketing Revolution: 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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