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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


  • D

    Duke University

    Pandas for Data Science

    Skills you'll gain: Pandas (Python Package), Data Cleansing, Data Manipulation, Data Preprocessing, Data Wrangling, NumPy, File I/O, Data Integration, Python Programming, Data Import/Export, Data Analysis, Debugging

    4.3 stars, 16 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.3 (16) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • R

    Rutgers the State University of New Jersey

    Leveraging Technology to Achieve Results

    Skills you'll gain: Enterprise Resource Planning, Procurement, Purchasing, Robotic Process Automation, Business Technologies, Supply Chain Systems, Business Process Automation, Technology Solutions, Accounts Payable, AI Enablement, Digital Transformation, Automation, AI Integrations

    4.8 stars, 9 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.8 (9) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Apply Java Concepts Through a Real-World Case Study

    Skills you'll gain: Java Programming, Java Platform Enterprise Edition (J2EE), JUnit, Software Documentation, Application Frameworks, Development Environment, Application Design, Software Testing, Performance Tuning, Data Persistence, Maintainability

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    Master Retrieval-Augmented Generation (RAG) Systems

    Skills you'll gain: Retrieval-Augmented Generation, Embeddings, Large Language Modeling, Prompt Engineering, Plot (Graphics), Generative AI, Vector Databases, LLM Application, Text Mining, Dimensionality Reduction

    4.2 stars, 6 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.2 (6) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • S

    SkillsBooster Academy

    Perplexity AI: A Comprehensive Guide to Generative AI

    Skills you'll gain: Prompt Engineering, AI Personalization, Content Creation, Campaign Management, Keyword Research, Marketing, Generative AI Agents, Email Marketing, Digital Marketing, Search Engine Optimization, Artificial Intelligence and Machine Learning (AI/ML), Business Marketing, Content Marketing, ChatGPT, Social Media Marketing, Business Process Automation, Automation, Market Trend, Business, Business Management

    Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • E

    EDUCBA

    Build a Restaurant Management System Using C# .NET

    Skills you'll gain: Database Development, Billing & Invoicing, Databases, Billing, Application Design, Registration, Program Development, Restaurant Operation, Invoicing, Restaurant Management, Systems Development, Order Entry, Order Management, Authentications

    Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Building RAG Systems with Open Models

    Skills you'll gain: Retrieval-Augmented Generation, Generative Model Architectures, Generative AI, LangChain, Software Design Patterns, Vector Databases, LLM Application, Embeddings, Large Language Modeling, AI Workflows, Model Evaluation, Performance Tuning

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    Foundations of Data Structures & Algorithms in Python

    Skills you'll gain: Data Structures, Algorithms, Python Programming, Programming Principles, Computer Programming, Computational Thinking, Data Processing, Data Analysis Expressions (DAX), Data Analysis

    Intermediate · Course · 1 - 3 Months

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

    STARWEAVER

    GenAI Foundations and Prompt Engineering

    Skills you'll gain: Prompt Engineering, Prompt Engineering Tools, AI Enablement, Application Design, Artificial Intelligence, Test Case, Process Optimization, Performance Tuning, Program Evaluation, Debugging

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    Delegation Skills

    Skills you'll gain: Delegation Skills, Productivity, Supervision, Team Leadership, Team Performance Management, Team Building, Management Training And Development, Team Management, Leadership, Leadership Development, Overcoming Objections, Staff Management, Follow Through, Coordinating, Overcoming Obstacles, Empowerment, Accountability Frameworks, Expectation Management

    4.7 stars, 18 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (18) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    Managing Conflict

    Skills you'll gain: Conflict Management, Active Listening, Teamwork, Collaboration, Professionalism, Relationship Management, Interpersonal Communications, Culture Transformation, Emotional Intelligence, Accountability

    4.8 stars, 22 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • S

    Simplilearn

    Programming with C#

    Skills you'll gain: C# (Programming Language), Restful API, Unity Engine, Application Programming Interface (API), Object Oriented Programming (OOP), API Design, .NET Framework, Object Oriented Design, C++ (Programming Language), Video Game Development, ASP.NET, Computer Programming, Object-Relational Mapping, Web Services, Application Development, Game Design, Software Design Patterns, Database Management, Program Development, Programming Principles

    Beginner · Course · 1 - 4 Weeks

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

  • Pandas for Data Science: Duke University
  • Leveraging Technology to Achieve Results: Rutgers the State University of New Jersey
  • Apply Java Concepts Through a Real-World Case Study: EDUCBA
  • Master Retrieval-Augmented Generation (RAG) Systems: Packt
  • Perplexity AI: A Comprehensive Guide to Generative AI: SkillsBooster Academy
  • Build a Restaurant Management System Using C# .NET: EDUCBA
  • Building RAG Systems with Open Models: Coursera
  • Foundations of Data Structures & Algorithms in Python: Packt
  • GenAI Foundations and Prompt Engineering: STARWEAVER
  • Delegation Skills: Packt

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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