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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


  • Status: Free Trial
    Free Trial
    C

    Coursera

    AI Agent Development Fundamentals

    Intermediate · Course

  • Status: New
    New
    P

    Packt

    Blender Geometry Nodes – Procedural Bridge Basics

    Skills you'll gain: 3D Modeling, 3D Assets, Computer Graphic Techniques, Virtual Reality, Game Design

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Ethical Selling and Market Adaptation

    Skills you'll gain: Sales Strategy, Data Ethics, Microsoft Copilot, General Sales Practices, Sales Training, Sales, Risking, Responsible AI, Ethical Standards And Conduct, Sales Enablement, Business Ethics, Law, Regulation, and Compliance, AI Personalization, Information Privacy, Legal Risk, Continuous Monitoring, Forecasting, Decision Making, Market Analysis, Customer Engagement

    Advanced · Course · 1 - 4 Weeks

  • B

    Ball State University

    Master of Science in Computer Science

    Skills you'll gain: Data Ethics, Full-Stack Web Development, Graph Theory, Data Collection, Supervised Learning, Software Development Methodologies, File Systems, SQL, Statistical Methods, Data Wrangling, Theoretical Computer Science, Application Security, Cryptography, Object Oriented Programming (OOP), Statistical Hypothesis Testing, Text Mining, Artificial Intelligence, Data Visualization, Natural Language Processing, R Programming

    Earn a degree

    Degree · 1 - 4 Years

  • U

    University of Leeds

    Master of Science in Data Science (Statistics)

    Skills you'll gain: Data Ethics, Data Presentation, Regression Analysis, Web Scraping, Data Storytelling, Social Network Analysis, Statistical Hypothesis Testing, Matplotlib, Bayesian Statistics, Statistical Machine Learning, Data Analysis, Model Evaluation, Exploratory Data Analysis, Classification And Regression Tree (CART), Network Analysis, Statistical Methods, Applied Machine Learning, Statistical Modeling, Data Preprocessing, Linear Algebra

    Earn a degree

    Degree · 1 - 4 Years

  • I

    IIT Roorkee

    Executive MBA

    Skills you'll gain: New Product Development, Mergers & Acquisitions, FinTech, Capital Budgeting, Brand Management, Supply Chain, Integrated Marketing Communications, Business Marketing, Sales Process, Business Valuation, Innovation, Succession Planning, Management Accounting, Business Process Management, Statistical Process Controls, Product Management, Supply Chain Management, Marketing Management, Revenue Management, Sampling (Statistics)

    Earn a degree

    Degree · 1 - 4 Years

  • U

    University of London

    Graduate Certificate in Computer Science

    Skills you'll gain: Virtual Reality, Game Design, Full-Stack Web Development, Mobile Development, Human Computer Interaction, Agile Software Development, Animations, Data Ethics, Event-Driven Programming, Git (Version Control System), Web Applications, Incident Response, Data Science, Natural Language Processing, Unsupervised Learning, Combinatorics, Database Design, Web Development, Generative AI, Usability Testing

    Credit offered

    Graduate Certificate · 6 - 12 Months

  • G

    Google Cloud

    Google Cloud 에서 스트리밍 데이터 파이프라인 빌드하기

    Skills you'll gain: Dataflow, Data Pipelines, Apache Kafka, Real Time Data, Extract, Transform, Load, Google Cloud Platform, Big Data, Data Transformation, Time Series Analysis and Forecasting, Artificial Intelligence and Machine Learning (AI/ML)

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Building RAG Systems with Open Models

    Skills you'll gain: Retrieval-Augmented Generation, LangChain, LLM Application, Vector Databases, Generative AI, Large Language Modeling, Prompt Engineering, Embeddings, Model Evaluation, Information Architecture, Text Mining

    Intermediate · Course · 1 - 4 Weeks

  • N

    Northeastern University

    Master of Science in Data Analytics Engineering

    Skills you'll gain: Data Storytelling, Text Mining, Data Warehousing, Unsupervised Learning, Database Design, Data Governance, Data Mining, Interactive Data Visualization, Generative AI, Web Scraping, Plotly, Classification Algorithms, PyTorch (Machine Learning Library), Operations Research, Supervised Learning, NoSQL, Database Theory, Exploratory Data Analysis, Time Series Analysis and Forecasting, Natural Language Processing

    Earn a degree

    Degree · 1 - 4 Years

  • U

    University of Colorado Boulder

    Power Electronics Graduate Certificate

    Skills you'll gain: Computer Vision, Power Electronics, Convolutional Neural Networks, Display Devices, Control Systems, Image Analysis, Computer Displays, Tensorflow, Electronic Systems, Deep Learning, Systems Design, Debugging, Artificial Neural Networks, Electrical Engineering, USB, Semiconductors, Technical Design, electromagnetics, Electrical Systems, Computer Programming Tools

    Credit offered

    Graduate Certificate · 6 - 12 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Model Evaluation and Benchmarking

    Skills you'll gain: Model Evaluation, Image Quality, Generative AI, Test Case, Performance Testing, Image Analysis, Version Control, Test Automation, Dashboard, Visualization (Computer Graphics), Statistical Hypothesis Testing

    Intermediate · Course · 1 - 4 Weeks

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1…610611612613

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

  • AI Agent Development Fundamentals: Coursera
  • Blender Geometry Nodes – Procedural Bridge Basics: Packt
  • Ethical Selling and Market Adaptation: Microsoft
  • Master of Science in Computer Science: Ball State University
  • Master of Science in Data Science (Statistics): University of Leeds
  • Executive MBA: IIT Roorkee
  • Graduate Certificate in Computer Science: University of London
  • Google Cloud 에서 스트리밍 데이터 파이프라인 빌드하기: Google Cloud
  • Building RAG Systems with Open Models: Coursera
  • Master of Science in Data Analytics Engineering: Northeastern University

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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