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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

    Universidad de los Andes

    Maestría en Ingeniería de Software

    Skills you'll gain: Supervised Learning, User Story, Sprint Planning, Data Presentation, Unsupervised Learning, LLM Application, Process Analysis, Cloud-Native Computing, Software Testing, Technology Strategies, Web Content Accessibility Guidelines, Maintainability, API Design, Classification Algorithms, Dashboard, Site Reliability Engineering, Deep Learning, Game Design, Design Thinking, Time Series Analysis and Forecasting

    Earn a degree

    Degree · 1 - 4 Years

  • G

    Google Cloud

    Google Cloud 에서 스트리밍 데이터 파이프라인 빌드하기

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

    Intermediate · Course · 1 - 4 Weeks

  • U

    Universidad de los Andes

    Maestría en Inteligencia Artificial

    Skills you'll gain: Real-Time Operating Systems, Supervised Learning, Semantic Web, Data Presentation, Unsupervised Learning, LLM Application, Reinforcement Learning, Cloud-Native Computing, Computer Vision, Natural Language Processing, Classification Algorithms, Biomedical Engineering, Site Reliability Engineering, Deep Learning, Time Series Analysis and Forecasting, Artificial Intelligence, Agile Project Management, Data Ethics, Model Deployment, Responsible AI

    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 Presentation, Data Storytelling, Network Analysis, Interactive Data Visualization, Predictive Modeling, Time Series Analysis and Forecasting, Looker (Software), Data Visualization, Financial Forecasting, Forecasting, Marketing Analytics, 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

    University of North Texas

    Bachelor of Science in General Business

    Skills you'll gain: Operations Management, Mediation, Model Evaluation, Leadership Studies, Compensation and Benefits, Organizational Change, Event Management, Grammar, Sales Process, Policy Development, Data Visualization, Marketing Planning, Design Thinking, Public Policies, Probability & Statistics, Global Marketing, Cultural Diversity, Healthcare Ethics, Digital Media Strategy, Music History

    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, Software Testing, Test Automation, Web Content Accessibility Guidelines, Maintainability, Git (Version Control System), Continuous Integration, Software Architecture, Angular, Test Driven Development (TDD), System Testing, Agile Methodology, Acceptance Testing, Software Design, User Interface and User Experience (UI/UX) Design, Test Script Development, Software Design Patterns, Agile Software Development, Application Design

    Credit offered

    Mastertrack · 6 - 12 Months

  • P

    Pontificia Universidad Católica de Chile

    Certificado en Introducción a la Ciencia de Datos

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

    Credit offered

    Mastertrack · 6 - 12 Months

  • 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, Digital Signal Processing, Embedded Software, Distributed Computing, Recurrent Neural Networks (RNNs), Generative AI, Machine Learning, Computer Vision, Image Analysis, Probability & Statistics, Hardware Design, Electrical and Computer Engineering, Electronic Systems, Communication Systems, Text Mining, Student Support and Services, Student Services

    Earn a degree

    Degree · 1 - 4 Years

  • B

    Ball State University

    Master of Science in Data Science

    Skills you'll gain: Data Ethics, Graph Theory, Data Collection, Supervised Learning, Software Development Methodologies, File Systems, SQL, Unsupervised Learning, Statistical Hypothesis Testing, Statistical Methods, Data Wrangling, Object Oriented Programming (OOP), Spatial Analysis, SAS (Software), Text Mining, Financial Data, Artificial Intelligence, Logistic Regression, Statistical Programming, Natural Language Processing

    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 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

  • 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, Unsupervised Learning, Statistical Methods, Data Wrangling, Theoretical Computer Science, Cryptography, Object Oriented Programming (OOP), Statistical Hypothesis Testing, Text Mining, Artificial Intelligence, Logistic Regression, Statistical Programming, Natural Language Processing

    Earn a degree

    Degree · 1 - 4 Years

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

  • Maestría en Ingeniería de Software: Universidad de los Andes
  • Google Cloud 에서 스트리밍 데이터 파이프라인 빌드하기: Google Cloud
  • Maestría en Inteligencia Artificial: Universidad de los Andes
  • Analítica de datos: visualización, predicción y toma de decisiones Certificado MasterTrack®: Universidad de los Andes
  • Bachelor of Science in General Business: University of North Texas
  • Principios de ingeniería de software automatizada y ágil Certificado MasterTrack®: Universidad de los Andes
  • Certificado en Introducción a la Ciencia de Datos: Pontificia Universidad Católica de Chile
  • Master of Engineering in Computer Engineering: Dartmouth College
  • Master of Science in Data Science: Ball State University
  • Semiconductor Photonics Graduate Certificate: University of Colorado Boulder

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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