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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


  • C

    Coursera

    Introduction to Java Programming: Java Fundamental Concepts

    Skills you'll gain: Java Programming, Java, Integrated Development Environments, Mobile Development, Computer Programming, Programming Principles, Object Oriented Programming (OOP), Debugging, Data Structures

    4.4
    Rating, 4.4 out of 5 stars
    ·
    180 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • I

    Indian Institute of Technology Guwahati

    Programming with Generative AI

    Skills you'll gain: Microsoft Copilot, Generative AI, GitHub, AI Workflows, OpenAI, Computer Programming Tools, Microsoft Visual Studio, Artificial Intelligence and Machine Learning (AI/ML)

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
    ·
    87 reviews

    Beginner · Course · 1 - 4 Weeks

  • A

    AI CERTs

    Prompt Engineering Mastery

    Skills you'll gain: Prompt Engineering, Prompt Engineering Tools, Prompt Patterns, Responsible AI, OpenAI, LLM Application, Generative AI, LangChain, Generative AI Agents, ChatGPT, Large Language Modeling, Vibe coding, Natural Language Processing, Artificial Intelligence, AI Personalization, Debugging, Ideation, Productivity, Code Review, Computer Programming Tools

    Beginner · Course · 1 - 3 Months

  • U

    University of Science and Technology of China

    快速学习

    Skills you'll gain: Adult Education, Quick Learning, Productivity, Learning Strategies, Lifelong Learning, Willingness To Learn, Professional Development, Time Management, Organizational Skills, Information Management

    4.3
    Rating, 4.3 out of 5 stars
    ·
    74 reviews

    Mixed · Course · 1 - 3 Months

  • P

    Pearson

    Introduction to Transformer Models for NLP

    Skills you'll gain: Vision Transformer (ViT), Prompt Engineering, PyTorch (Machine Learning Library), Model Deployment, Transfer Learning, Hugging Face, Natural Language Processing, MLOps (Machine Learning Operations), Cloud Deployment, Large Language Modeling, Computer Vision, Generative AI, Image Analysis, Application Deployment, Generative Model Architectures, Embeddings, Data Preprocessing, Model Evaluation

    Intermediate · Specialization · 1 - 4 Weeks

  • U

    University of Michigan

    Fundamentals of Data Analytics in the Public Sector with R

    Skills you'll gain: Data Visualization, Surveys, Tidyverse (R Package), Data Analysis, Demography, Public Administration, Policy Analysis, Public Policies, R Programming, Statistical Programming, Data Transformation, Data Cleansing, Data Manipulation

    4.6
    Rating, 4.6 out of 5 stars
    ·
    55 reviews

    Intermediate · Course · 1 - 3 Months

  • R

    Rutgers the State University of New Jersey

    AI Concepts and Strategy

    Skills you'll gain: Generative AI, Artificial Intelligence, AI Product Strategy, Data Ethics, Responsible AI, Large Language Modeling, Strategic Thinking, Risk Management, Natural Language Processing, Machine Learning Methods

    4.6
    Rating, 4.6 out of 5 stars
    ·
    19 reviews

    Beginner · Course · 1 - 4 Weeks

  • M

    Microsoft

    Microsoft Azure AI in Healthcare

    Skills you'll gain: Cloud Security, Health Care, Identity and Access Management, Real Time Data, Clinical Informatics, Patient Education and Support, Data Management, Microsoft Azure, Data Sharing, Clinical Data Management, Clinical Monitoring, Health Technology, Image Analysis, Data Visualization Software, Generative AI, Microsoft Teams, Machine Learning, Role-Based Access Control (RBAC), Health Informatics, Healthcare Ethics

    Beginner · Professional Certificate · 3 - 6 Months

  • S

    Scrimba

    Retrieval-Augmented Generation (RAG) with Embeddings & Vector Databases

    Skills you'll gain: Retrieval-Augmented Generation, Vector Databases, Embeddings, Prompt Engineering, Development Environment, Large Language Modeling, Text Mining, Databases, OpenAI, Semantic Web, Artificial Intelligence

    4.7
    Rating, 4.7 out of 5 stars
    ·
    57 reviews

    Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Azure Network Engineer: AZ-700 Exam Prep & Certification

    Skills you'll gain: Network Planning And Design, Microsoft Azure, Network Troubleshooting, Network Security, Network Architecture, Network Monitoring, Load Balancing, Virtual Networking, Network Performance Management, Network Administration, Network Infrastructure, Scalability, Computer Networking, Firewall, Virtual Private Networks (VPN), Performance Tuning, Cloud Deployment, Wide Area Networks, Role-Based Access Control (RBAC), General Networking

    4.8
    Rating, 4.8 out of 5 stars
    ·
    127 reviews

    Beginner · Specialization · 3 - 6 Months

  • C

    Coursera

    Data Science for Professionals

    Skills you'll gain: Predictive Modeling, Data Visualization, Predictive Analytics, Statistical Analysis, Data Manipulation, Data Analysis, Data Science, Statistical Methods, Pandas (Python Package), Statistics, Data Wrangling, Data Cleansing, Analytics, Data Preprocessing, Data Processing, Data-Driven Decision-Making, Business Analytics, Exploratory Data Analysis, Model Evaluation, Machine Learning

    4.7
    Rating, 4.7 out of 5 stars
    ·
    22 reviews

    Beginner · Course · 1 - 4 Weeks

  • G

    Google

    Google Stakeholder Management

    Skills you'll gain: Communication Planning, Stakeholder Analysis, Project Documentation, Stakeholder Management, Team Management, Document Management, People Management, Organizational Leadership, Team Building, Project Management, Stakeholder Communications, Communication Strategies, Accountability, Project Coordination, Delegation Skills, Project Planning, Expectation Management, Communication

    4.7
    Rating, 4.7 out of 5 stars
    ·
    54 reviews

    Beginner · Specialization · 1 - 3 Months

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

  • Introduction to Java Programming: Java Fundamental Concepts: Coursera
  • Programming with Generative AI: Indian Institute of Technology Guwahati
  • Prompt Engineering Mastery: AI CERTs
  • 快速学习: University of Science and Technology of China
  • Introduction to Transformer Models for NLP: Pearson
  • Fundamentals of Data Analytics in the Public Sector with R: University of Michigan
  • AI Concepts and Strategy: Rutgers the State University of New Jersey
  • Microsoft Azure AI in Healthcare: Microsoft
  • Retrieval-Augmented Generation (RAG) with Embeddings & Vector Databases: Scrimba
  • Azure Network Engineer: AZ-700 Exam Prep & Certification: EDUCBA

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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