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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

    Dartmouth College

    Master of Engineering in Computer Engineering

    Skills you'll gain: Field-Programmable Gate Array (FPGA), Natural Language Processing, Technical Communication, Embedded Systems, Embedded Software, Distributed Computing, Recurrent Neural Networks (RNNs), Digital Signal Processing, Probability & Statistics, Generative AI, Machine Learning, Deep Learning, Image Analysis, Convolutional Neural Networks, Hardware Design, Electronic Systems, Text Mining, Student Support and Services, Electrical Engineering, Professional Development

    Earn a degree

    Degree · 1 - 4 Years

  • S

    S.P. Jain Institute of Management and Research

    Post Graduate Diploma in Management Online

    Skills you'll gain: Mergers & Acquisitions, Search Engine Marketing, Working Capital, Competitive Analysis, Operations Management, Business Valuation, Design Thinking, Large Language Modeling, Business Strategy, Supply Chain Management, Production Planning, Consumer Behaviour, Team Management, Organizational Change, Change Management, Promotional Strategies, Financial Statement Analysis, Technical Consulting, Business Analytics, Emotional Intelligence

    Earn a degree

    Degree · 1 - 4 Years

  • U

    Universidad de los Andes

    Principios de ingeniería de software automatizada y ágil Certificado MasterTrack®

    Skills you'll gain: User Story, Version Control, Test Automation, Software Testing, Git (Version Control System), Software Architecture, Continuous Integration, Test Driven Development (TDD), Maintainability, Test Script Development, JavaScript Frameworks, Acceptance Testing, Software Design, Regression Testing, Usability, Web Content Accessibility Guidelines, Angular, Agile Software Development, Application Design, Software Design Patterns

    Credit offered

    Mastertrack · 6 - 12 Months

  • U

    Universidad de los Andes

    Maestría en Inteligencia Artificial

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

    Earn a degree

    Degree · 1 - 4 Years

  • 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, Digital pedagogy, Lean Manufacturing, Business Technologies, Augmented and Virtual Reality (AR/VR), Technology Strategies, Project Management, Needs Assessment, Learning Strategies, Collaboration

    Credit offered

    Mastertrack · 6 - 12 Months

  • P

    Pontificia Universidad Católica de Chile

    Certificado en Introducción a la Ciencia de Datos

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

    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

  • 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

  • U

    Universidad de los Andes

    Analítica de datos: visualización, predicción y toma de decisiones Certificado MasterTrack®

    Skills you'll gain: Social Network Analysis, Data Storytelling, Network Analysis, Predictive Modeling, Data Presentation, Cash Flows, Marketing Analytics, Financial Statement Analysis, Strategic Decision-Making, Portfolio Management, Sales Territory Management, Interactive Data Visualization, Marketing Management, Transfer Learning, Applied Machine Learning, Random Forest Algorithm, Operations Research, Statistical Machine Learning, Statistical Analysis, Mathematical Modeling

    Credit offered

    Mastertrack · 6 - 12 Months

  • U

    Universidad de los Andes

    Maestría en Ingeniería de Software

    Skills you'll gain: Supervised Learning, User Story, LangChain, Unsupervised Learning, Test Automation, Process Analysis, Data Storytelling, Cloud-Native Computing, Android Jetpack, Classification Algorithms, Dashboard, Site Reliability Engineering, Project Closure, Technology Strategies, API Design, Software Architecture, Design Thinking, Internet Of Things, Angular, User Experience Design

    Earn a degree

    Degree · 1 - 4 Years

  • U

    Universidad de los Andes

    Maestría en Inteligencia Analítica de Datos

    Skills you'll gain: Social Network Analysis, Systems Thinking, Unsupervised Learning, Data Storytelling, Risk Analysis, Deep Learning, Reinforcement Learning, Computer Vision, Natural Language Processing, Predictive Modeling, Time Series Analysis and Forecasting, Project Management Life Cycle, MLOps (Machine Learning Operations), Logistic Regression, Cash Flows, Descriptive Analytics, Marketing Analytics, Simulations, Transfer Learning, Dashboard

    Earn a degree

    Degree · 1 - 4 Years

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

  • Master of Engineering in Computer Engineering: Dartmouth College
  • Post Graduate Diploma in Management Online: S.P. Jain Institute of Management and Research
  • Principios de ingeniería de software automatizada y ágil Certificado MasterTrack®: Universidad de los Andes
  • Maestría en Inteligencia Artificial: Universidad de los Andes
  • Instructional Design MasterTrack® Certificate: University of Illinois at Urbana-Champaign
  • Certificado en Introducción a la Ciencia de Datos: Pontificia Universidad Católica de Chile
  • Semiconductor Photonics Graduate Certificate: University of Colorado Boulder
  • Master of Science in Data Science (Statistics): University of Leeds
  • Analítica de datos: visualización, predicción y toma de decisiones Certificado MasterTrack®: Universidad de los Andes
  • Maestría en Ingeniería de Software: 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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