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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


  • Status: Free Trial
    Free Trial
    C

    Coursera

    Evaluate and Apply Ethical AI Models

    Skills you'll gain: Responsible AI, Data Ethics, Model Evaluation, Governance, Multimodal Prompts, AI Enablement, Generative AI, Model Deployment, Artificial Intelligence and Machine Learning (AI/ML)

    Intermediate · Course · 1 - 4 Weeks

  • 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

  • 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 London

    Bachelor of Science in Business Administration

    Skills you'll gain: Process Design, Global Marketing, Consumer Behaviour, Statistical Analysis, Organizational Change, Process Mapping, Statistical Methods, Integrated Marketing Communications, Advertising, Innovation, Mergers & Acquisitions, Training and Development, Virtual Teams, Databases, Cost Accounting, International Finance, Research, Team Management, Economic Development, Cultural Diversity

    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, Deep Learning, Reinforcement Learning, Computer Vision, Predictive Modeling, Risk Analysis, Time Series Analysis and Forecasting, MLOps (Machine Learning Operations), Logistic Regression, Marketing Analytics, Cash Flows, Business Analysis, Descriptive Analytics, Transfer Learning, Pandas (Python Package), Simulations, Dashboard

    Earn a degree

    Degree · 1 - 4 Years

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Ethical Selling and Market Adaptation

    Skills you'll gain: Sales Strategy, Data Ethics, Microsoft Copilot, General Sales Practices, Sales Training, Sales, Risking, Responsible AI, Ethical Standards And Conduct, Sales Enablement, Business Ethics, Law, Regulation, and Compliance, AI Personalization, Information Privacy, Legal Risk, Continuous Monitoring, Forecasting, Decision Making, Market Analysis, Customer Engagement

    Advanced · Course · 1 - 4 Weeks

  • 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, 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

    Credit offered

    Graduate Certificate · 6 - 12 Months

  • 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

  • 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

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

  • Evaluate and Apply Ethical AI Models: Coursera
  • Master of Science in Computer Science: Ball State University
  • Maestría en Inteligencia Artificial: Universidad de los Andes
  • Responsible AI for Developers: Privacy & Safety - 日本語版: Google Cloud
  • Google Cloud 에서 스트리밍 데이터 파이프라인 빌드하기: Google Cloud
  • Power Electronics Graduate Certificate: University of Colorado Boulder
  • Bachelor of Science in Business Administration: University of London
  • Maestría en Inteligencia Analítica de Datos: Universidad de los Andes
  • Ethical Selling and Market Adaptation: Microsoft
  • Graduate Certificate in Computer Science: University of London

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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