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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 Colorado Boulder

    Power Electronics Graduate Certificate

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

    Credit offered

    Graduate Certificate · 6 - 12 Months

  • Status: Hands-On Projects
    Hands-On Projects
    U

    University of Pittsburgh

    Master of Data Science

    Skills you'll gain: Retrieval-Augmented Generation, LLM Application, Tool Calling, Data Visualization, Predictive Modeling, Database Design, Large Language Modeling, Database Management, Model Evaluation, Web Services, Data Ethics, Apache Spark, Bayesian Statistics, Data Visualization Software, Unsupervised Learning, Linear Algebra, Data Governance, Regression Analysis, Applied Machine Learning, Data Analysis

    Earn a degree

    Degree · 1 - 4 Years

  • Status: Hands-On Projects
    Hands-On Projects
    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

  • B

    Birla Institute of Technology & Science, Pilani

    Data Visualisation

    Skills you'll gain: Data Storytelling, Dashboard, Interactive Data Visualization, Data Visualization Software, Plotly, Exploratory Data Analysis, Tree Maps, Data-Driven Decision-Making, Tableau Software, Matplotlib, Data Analysis, Python Programming

    Intermediate · Course · 1 - 3 Months

  • 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, Model Evaluation, Event-Driven Programming, Git (Version Control System), Web Applications, Incident Response, Data Science, Natural Language Processing, Combinatorics, Database Design, Data Visualization, Web Development, Generative AI

    Credit offered

    Graduate Certificate · 6 - 12 Months

  • Multiple educators

    Managing AI Projects That Ship and Scale

    Beginner · Specialization

  • P

    Pontificia Universidad Católica de Chile

    Certificado en Introducción a la Ciencia de Datos

    Skills you'll gain: Predictive Analytics, Unsupervised Learning, Data Cleansing, Plot (Graphics), Data Visualization, Matplotlib, Exploratory Data Analysis, Supervised Learning, Model Evaluation, Dimensionality Reduction, Data Analysis, Data Science, Descriptive Analytics, Visualization (Computer Graphics), Scientific Visualization, Pandas (Python Package), Data-Driven Decision-Making, Time Series Analysis and Forecasting, Predictive Modeling, Machine Learning Algorithms

    Credit offered

    Mastertrack · 6 - 12 Months

  • Status: Hands-On Projects
    Hands-On Projects
    I

    IIT Guwahati

    Bachelor of Science in Data Science & AI

    Skills you'll gain: Package and Software Management, Social Network Analysis, Time Series Analysis and Forecasting, Cloud Computing Architecture, Linear Algebra, Data Structures, Data Warehousing, Data Visualization, Model Evaluation, Database Management, Database Theory, Algorithms, Deep Learning, Portfolio Management, Oral Comprehension, Java Programming, C (Programming Language), Spreadsheet Software, Matplotlib, Econometrics

    Earn a degree

    Degree · 1 - 4 Years

  • U

    University of London

    Graduate Diploma 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, Model Evaluation, Event-Driven Programming, Git (Version Control System), Web Applications, Incident Response, Data Science, Natural Language Processing, Combinatorics, Database Design, Data Visualization, Web Development, Generative AI

    Credit offered

    Graduate Certificate · 6 - 12 Months

  • B

    Birla Institute of Technology & Science, Pilani

    Software Development Practices

    Skills you'll gain: Version Control, Software Development, Docker (Software), Containerization, Requirements Analysis, Application Deployment, Git (Version Control System), Unified Modeling Language, Debugging, Software Design, GitHub, Software Design Documents, Code Review, User Requirements Documents, DevOps, CI/CD, Functional Requirement, Software Documentation, Software Development Life Cycle, Systems Design

    Beginner · Course · 1 - 3 Months

  • U

    University of Illinois at Urbana-Champaign

    Instructional Design MasterTrack® Certificate

    Skills you'll gain: Operations Management, Supply Chain, Continuous Improvement Process, Operations, Process Improvement, Supply Chain Management, Instructional Design, Learning Management Systems, Education Software and Technology, Quality Management, Educational Materials, Lean Manufacturing, Business Technologies, Augmented and Virtual Reality (AR/VR), Student Engagement, Technology Strategies, Project Management, Needs Assessment, Learning Strategies, Collaboration

    Credit offered

    Mastertrack · 6 - 12 Months

  • U

    University of Colorado Boulder

    Semiconductor Photonics Graduate Certificate

    Skills you'll gain: Semiconductors, Power Electronics, Display Devices, Control Systems, Computer Displays, Electronic Systems, Systems Design, Technical Design, Electronics, Electrical Engineering, USB, Electronic Components, Electrical Systems, Materials science, electromagnetics, Electronics Engineering, Electric Power Systems, Electronic Hardware, Performance Tuning, Image Quality

    Credit offered

    Graduate Certificate · 6 - 12 Months

1…675676677678

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

  • Power Electronics Graduate Certificate: University of Colorado Boulder
  • Master of Data Science: University of Pittsburgh
  • Master of Science in Data Analytics Engineering: Northeastern University
  • Data Visualisation: Birla Institute of Technology & Science, Pilani
  • Graduate Certificate in Computer Science: University of London
  • Managing AI Projects That Ship and Scale: 
  • Certificado en Introducción a la Ciencia de Datos: Pontificia Universidad Católica de Chile
  • Bachelor of Science in Data Science & AI: IIT Guwahati
  • Graduate Diploma in Computer Science: University of London
  • Software Development Practices: Birla Institute of Technology & Science, Pilani

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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