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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


  • C

    Coursera

    Automate, Analyze, and Evaluate ML Experiments

    Skills you'll gain: MLOps (Machine Learning Operations), Model Evaluation, Key Performance Indicators (KPIs), Business Metrics, Performance Analysis, Performance Measurement, Responsible AI, Test Execution Engine, Performance Metric, Test Automation, Feature Engineering, Verification And Validation, Content Performance Analysis, Machine Learning, Data Ethics, Quality Assessment, Gap Analysis, Cost Benefit Analysis, Research Design, Quantitative Research

    Intermediate · Course · 1 - 4 Weeks

  • B

    Board Infinity

    AI Development with DeepSeek for Developers

    Skills you'll gain: Deepseek, DeepSeek API, LangChain, LLM Application, Generative AI Agents, Model Evaluation, Application Programming Interface (API), Text Mining

    Beginner · Course · 1 - 4 Weeks

  • A

    AI CERTs

    AI Policy Essentials

    Skills you'll gain: Policy Development, Governance, Data Governance, Data Strategy, Public Policies, Policy Analysis, Regulatory Requirements, Governance Risk Management and Compliance, Artificial Intelligence, Economics, Policy, and Social Studies, Artificial Intelligence and Machine Learning (AI/ML), Market Dynamics, Generative AI, Generative AI Agents, Accountability

    Beginner · Course · 1 - 3 Months

  • E

    Erasmus University Rotterdam

    Entrepreneurial Competencies for Landscape Restoration

    Skills you'll gain: Design Thinking, Sustainable Development, Sustainable Business, Entrepreneurship, Environmental Social And Corporate Governance (ESG), Product Development, Business Modeling, Innovation, Investment Banking, Ideation, Stakeholder Management, Customer Analysis

    Beginner · Course · 1 - 3 Months

  • Y

    Yale University

    Warrior-Scholar: The Veteran’s College Success Kit

    Skills you'll gain: Goal Setting, Decision Making

    Beginner · Course · 1 - 3 Months

  • B

    Board Infinity

    Ajax Basics

    Skills you'll gain: Ajax, jQuery, JSON, Extensible Markup Language (XML), Web Applications, Javascript, Web Services, Event-Driven Programming, HTML and CSS

    3.9
    Rating, 3.9 out of 5 stars
    ·
    11 reviews

    Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Master AWS Cloud Foundations: Build, Secure & Scale

    Skills you'll gain: Cloud-Native Computing, Amazon DynamoDB, Cloud Deployment, Infrastructure as Code (IaC), Databases, Database Systems, Microservices, Cloud Security, User Provisioning, Event-Driven Programming

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Automate R scripts with GitHub Actions: Deploy a model

    Skills you'll gain: Model Deployment, Analytics, R Programming, Google Sheets, Health Informatics, Predictive Modeling, Automation, Data Manipulation, GitHub, Gmail, Git (Version Control System), Command-Line Interface

    Intermediate · Guided Project · Less Than 2 Hours

  • S

    Scrimba

    JavaScript Algorithms

    Skills you'll gain: Software Design Patterns, Computational Thinking, Software Design, Algorithms, Program Development, Software Development, Software Engineering, Programming Principles, Computer Programming, Problem Solving, Data Structures, Computer Science, Javascript, Web Development, Machine Learning Methods, Data Science

    Intermediate · Specialization · 1 - 4 Weeks

  • G

    Google Cloud

    Preparación para el proceso de certificación Associate Cloud Engineer

    Skills you'll gain: Cloud Management, Cloud Deployment, Identity and Access Management, Google Cloud Platform, Cloud Solutions, Cloud Computing, Cloud Computing Architecture, Cloud Infrastructure, Cloud Security, Cloud Storage, Load Balancing, System Monitoring

    4.8
    Rating, 4.8 out of 5 stars
    ·
    16 reviews

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    The Complete Product Management Fundamentals

    Skills you'll gain: Product Roadmaps, Agile Methodology, Product Management, Wireframing, A/B Testing, Microsoft Teams, Sprint Planning, Project Management, ChatGPT, Kanban Principles

    Beginner · Course · 1 - 3 Months

  • U

    University of California San Diego

    Hacking COVID-19: Metabolic Pathway Analysis Yields SARS-CoV-2 Drug Targets

    Skills you'll gain: Bioinformatics, Informatics, Network Analysis, Medical Science and Research, Molecular Biology, Infectious Diseases, Biochemistry, Data Mining, Scientific Visualization, Data Analysis Software, Pharmacology

    Beginner · Course · 1 - 4 Weeks

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

  • Automate, Analyze, and Evaluate ML Experiments: Coursera
  • AI Development with DeepSeek for Developers: Board Infinity
  • AI Policy Essentials: AI CERTs
  • Entrepreneurial Competencies for Landscape Restoration: Erasmus University Rotterdam
  • Warrior-Scholar: The Veteran’s College Success Kit: Yale University
  • Ajax Basics: Board Infinity
  • Master AWS Cloud Foundations: Build, Secure & Scale: EDUCBA
  • Automate R scripts with GitHub Actions: Deploy a model: Coursera
  • JavaScript Algorithms: Scrimba
  • Preparación para el proceso de certificación Associate Cloud Engineer: Google Cloud

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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