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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
    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

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Model Evaluation and Benchmarking

    Skills you'll gain: Model Evaluation, Image Quality, Generative AI, Test Case, Performance Testing, Image Analysis, Version Control, Test Automation, Dashboard, Visualization (Computer Graphics), Statistical Hypothesis Testing

    Intermediate · Course · 1 - 4 Weeks

  • P

    Pontificia Universidad Católica de Chile

    Magíster en Business Analytics

    Skills you'll gain: Database Design, Customer Analysis, Descriptive Analytics, Large Language Modeling, Model Evaluation, Revenue Management, People Analytics, FinTech, Biostatistics, Social Determinants Of Health, Digital Transformation, Matplotlib, Risk Analysis, Time Series Analysis and Forecasting, Bayesian Statistics, Exploratory Data Analysis, Social Network Analysis, Gerontology, Unsupervised Learning, Cloud Security

    Earn a degree

    Degree · 1 - 4 Years

  • Status: Preview
    Preview
    U

    Universitat Politècnica de València

    Fundamentos TIC para negocios: Desarrollo de software

    Skills you'll gain: Software Development Life Cycle, Software Development Methodologies, User Interface (UI) Design, Agile Software Development, Data Quality, Project Management, Information Systems, Cross-Functional Collaboration, Business Systems, Mobile Development, Emerging Technologies

    Beginner · Course · 1 - 3 Months

  • U

    Universidad de los Andes

    Maestría en Ingeniería de Software

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

    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, Data Storytelling, Systems Thinking, Unsupervised Learning, Deep Learning, Reinforcement Learning, Natural Language Processing, Computer Vision, Predictive Modeling, Time Series Analysis and Forecasting, Strategic Decision-Making, Project Management Life Cycle, MLOps (Machine Learning Operations), Logistic Regression, Cash Flows, Simulations, Dashboard, Data-Driven Decision-Making, Transfer Learning, Operations Research

    Earn a degree

    Degree · 1 - 4 Years

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Fine-tuning Text Models with PEFT

    Skills you'll gain: Model Evaluation, Transfer Learning, Large Language Modeling, Version Control, Performance Tuning, Development Environment, Data Preprocessing, Natural Language Processing

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Building RAG Systems with Open Models

    Skills you'll gain: Retrieval-Augmented Generation, LangChain, LLM Application, Vector Databases, Generative AI, Large Language Modeling, Prompt Engineering, Embeddings, Model Evaluation, Information Architecture, Text Mining

    Intermediate · Course · 1 - 4 Weeks

  • U

    Universidad de los Andes

    Maestría en Inteligencia Artificial

    Skills you'll gain: Real-Time Operating Systems, Semantic Web, Supervised Learning, LangChain, Unsupervised Learning, Data Storytelling, Cloud-Native Computing, Reinforcement Learning, Natural Language Processing, Computer Vision, Classification Algorithms, Biomedical Engineering, Site Reliability Engineering, Project Risk Management, Artificial Intelligence, Generative AI, Cash Flows, Model Deployment, 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, Integrated Marketing Communications, Performance Analysis, Team Management, Organizational Change, Change Management, Promotional Strategies, Financial Statement Analysis, Technical Consulting, Business Analytics

    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

  • 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

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

  • Ethical Selling and Market Adaptation: Microsoft
  • Model Evaluation and Benchmarking: Coursera
  • Magíster en Business Analytics: Pontificia Universidad Católica de Chile
  • Fundamentos TIC para negocios: Desarrollo de software: Universitat Politècnica de València
  • Maestría en Ingeniería de Software: Universidad de los Andes
  • Maestría en Inteligencia Analítica de Datos: Universidad de los Andes
  • Fine-tuning Text Models with PEFT: Coursera
  • Building RAG Systems with Open Models: Coursera
  • Maestría en Inteligencia Artificial: Universidad de los Andes
  • Post Graduate Diploma in Management Online: S.P. Jain Institute of Management and Research

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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