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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 Leeds

    Master of Science in Data Science (Statistics)

    Skills you'll gain: Data Ethics, Data Presentation, Regression Analysis, Web Scraping, Data Storytelling, 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, Data Visualization, Applied Machine Learning, Statistical Modeling, Data Preprocessing, Linear Algebra

    Earn a degree

    Degree · 1 - 4 Years

  • U

    University of Illinois at Urbana-Champaign

    Master of Computer Science (feat. Data Science Track)

    Earn a degree

    Degree · 1 - 4 Years

  • P

    Pontificia Universidad Católica de Chile

    Certificado en Introducción a la Ciencia de Datos

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

    Credit offered

    Mastertrack · 6 - 12 Months

  • 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 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

  • U

    University of London

    Bachelor of Science 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

    Earn a degree

    Degree · 1 - 4 Years

  • 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

  • O

    O.P. Jindal Global University

    MBA Business Analytics

    Skills you'll gain: Operations Management, Design Thinking, Data Visualization, Active Listening, Sampling (Statistics), Working Capital, Database Management, Environmental Social And Corporate Governance (ESG), Project Estimation, Financial Statements, Marketing Management, Business Analytics, Financial Accounting, Predictive Analytics, Big Data, Operations Research, Pivot Tables And Charts, Data Cleansing, Emerging Technologies, People Management

    Earn a degree

    Degree · 1 - 4 Years

  • 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

    Universidad de los Andes

    Maestría en Inteligencia Artificial

    Skills you'll gain: Real-Time Operating Systems, Supervised Learning, Semantic Web, LangChain, Unsupervised Learning, Cloud-Native Computing, Reinforcement Learning, Computer Vision, Natural Language Processing, Classification Algorithms, Biomedical Engineering, Site Reliability Engineering, Artificial Intelligence, Agile Methodology, Generative AI, Model Deployment, Probability & Statistics, Control Systems, Data Ethics, Responsible AI

    Earn a degree

    Degree · 1 - 4 Years

  • G

    Google Cloud

    Responsible AI for Developers: Privacy & Safety - 日本語版

    Skills you'll gain: AI Security, Responsible AI, Generative AI, Google Cloud Platform, Information Privacy, Federated Learning, Threat Modeling, Artificial Intelligence, Data Security, Model Deployment, Safety and Security, Data Governance, Encryption

    Intermediate · Course · 1 - 3 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

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

  • Master of Science in Data Science (Statistics): University of Leeds
  • Master of Computer Science (feat. Data Science Track): University of Illinois at Urbana-Champaign
  • Certificado en Introducción a la Ciencia de Datos: Pontificia Universidad Católica de Chile
  • Executive MBA: IIT Roorkee
  • Semiconductor Photonics Graduate Certificate: University of Colorado Boulder
  • Bachelor of Science in Computer Science: University of London
  • Blender Geometry Nodes – Procedural Bridge Basics: Packt
  • MBA Business Analytics: O.P. Jindal Global University
  • Master of Science in Computer Science: Ball State University
  • Maestría en Inteligencia Artificial: Universidad de los Andes

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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