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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 Illinois at Urbana-Champaign

    Master of Computer Science (feat. Data Science Track)

    Earn a degree

    Degree · 1 - 4 Years

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Secure AI Interpret and Protect Models

    Skills you'll gain: AI Security, Threat Modeling, Security Engineering, Security Testing, Hardening, Security Controls, Security Strategy, Penetration Testing, Data Validation, Model Evaluation, Information Privacy, Generative Adversarial Networks (GANs), Analysis, Design

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Google Cloud 에서 스트리밍 데이터 파이프라인 빌드하기

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

    Intermediate · Course · 1 - 4 Weeks

  • U

    Universidad de los Andes

    Maestría en Inteligencia Analítica de Datos

    Skills you'll gain: Social Network Analysis, Data Presentation, Systems Thinking, Unsupervised Learning, Deep Learning, Computer Vision, Reinforcement Learning, Natural Language Processing, Predictive Modeling, MLOps (Machine Learning Operations), Time Series Analysis and Forecasting, Marketing Analytics, Logistic Regression, Cash Flows, Strategic Decision-Making, Business Analysis, Descriptive Analytics, Transfer Learning, Simulations, Operations Research

    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

    Universidad de los Andes

    Maestría en Inteligencia Artificial

    Skills you'll gain: Real-Time Operating Systems, Semantic Web, Supervised Learning, LangChain, Data Presentation, Unsupervised Learning, Cloud-Native Computing, Continuous Deployment, Computer Vision, Reinforcement Learning, Natural Language Processing, Classification Algorithms, Biomedical Engineering, Artificial Intelligence, Agile Methodology, Cash Flows, Model Deployment, Deep Learning, Probability & Statistics, Control Systems

    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, Operations Management, Business Valuation, Design Thinking, Large Language Modeling, Business Strategy, Supply Chain Management, Production Planning, Consumer Behaviour, Performance Analysis, Team Management, Organizational Change, Change Management, Promotional Strategies, Financial Statement Analysis, Technical Consulting, Business Analytics, Emotional Intelligence

    Earn a degree

    Degree · 1 - 4 Years

  • P

    Pontificia Universidad Católica de Chile

    Magíster en Ciencia de Datos

    Skills you'll gain: Revenue Management, Data Ethics, Customer Analysis, Descriptive Analytics, FinTech, Large Language Modeling, People Analytics, Time Series Analysis and Forecasting, Data Visualization, Spatial Data Analysis, Biostatistics, Predictive Analytics, Social Determinants Of Health, Gerontology, Deep Learning, Risk Analysis, Digital Transformation, Bayesian Statistics, Social Network Analysis, Cloud Security

    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

  • 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: Data Visualization, Predictive Analytics, Data Cleansing, Regression Analysis, Dimensionality Reduction, Exploratory Data Analysis, Predictive Modeling, Unsupervised Learning, Descriptive Analytics, Data Analysis, Model Evaluation, Data Science, Pandas (Python Package), Matplotlib, Plot (Graphics), Data-Driven Decision-Making, Time Series Analysis and Forecasting, Statistical Machine Learning, Visualization (Computer Graphics), Scientific Visualization

    Credit offered

    Mastertrack · 6 - 12 Months

  • P

    Pontificia Universidad Católica de Chile

    Magíster en Business Analytics

    Skills you'll gain: Revenue Management, Customer Analysis, Data Ethics, Descriptive Analytics, FinTech, Large Language Modeling, Unsupervised Learning, People Analytics, Time Series Analysis and Forecasting, Data Visualization, Biostatistics, Predictive Analytics, Social Determinants Of Health, Model Evaluation, Gerontology, Deep Learning, Risk Analysis, Digital Transformation, Bayesian Statistics, Social Network Analysis

    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 Computer Science (feat. Data Science Track): University of Illinois at Urbana-Champaign
  • Secure AI Interpret and Protect Models: Coursera
  • Google Cloud 에서 스트리밍 데이터 파이프라인 빌드하기: Google Cloud
  • Maestría en Inteligencia Analítica de Datos: Universidad de los Andes
  • Semiconductor Photonics Graduate Certificate: University of Colorado Boulder
  • Maestría en Inteligencia Artificial: Universidad de los Andes
  • Post Graduate Diploma in Management Online: S.P. Jain Institute of Management and Research
  • Magíster en Ciencia de Datos: Pontificia Universidad Católica de Chile
  • Power Electronics Graduate Certificate: University of Colorado Boulder
  • Instructional Design MasterTrack® Certificate: University of Illinois at Urbana-Champaign

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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