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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


  • P

    Packt

    Advanced Semantic Processing

    Skills you'll gain: Embeddings, Natural Language Processing, Text Mining, Applied Machine Learning, Unstructured Data, Classification Algorithms, Unsupervised Learning, Dimensionality Reduction

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Jenkins : Automating your delivery pipeline

    Skills you'll gain: Jenkins, CI/CD, Continuous Delivery, DevOps, Continuous Integration

    4.5 stars, 341 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.5 (341) · Beginner · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Create a Virtual Private Cloud (VPC) Using AWS

    Skills you'll gain: Virtual Machines, Cloud Security, Public Cloud, Amazon Web Services, Scalability, Virtual Networking, Private Cloud, Cloud Computing Architecture, Cloud Platforms, Cloud Computing, Cloud Infrastructure, Cloud Services, Cloud Deployment

    4.4 stars, 174 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.4 (174) · Beginner · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • K

    Kotter

    The Science – and Neuroscience – of Change

    Skills you'll gain: Organizational Change, Change Management, Business Transformation, Leadership Studies, Organizational Development, Organizational Leadership, Business Leadership, Organizational Structure, Leadership Development, Case Studies, Industrial and Organizational Psychology, Lifelong Learning, Neurology

    4.6 stars, 51 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (51) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    Ultimate Guide to FastAPI and Backend Development

    Skills you'll gain: Frontend Integration, API Testing, React.js, Authentications, Containerization, OAuth, Cloud Deployment, Back-End Web Development, PostgreSQL, API Gateway, Software Documentation, Amazon Web Services, Event-Driven Programming, Database Development, Front-End Web Development, Python Programming, Database Management, Restful API, Object-Relational Mapping, SQL

    4.2 stars, 25 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.2 (25) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • G

    Google

    Implement the Scrum Framework

    Skills you'll gain: Backlogs, User Story, Sprint Planning, Agile Software Development, Project Estimation, Agile Methodology, Product Requirements, Agile Product Development, Sprint Retrospectives, Agile Project Management, Estimation, Prioritization

    4.8 stars, 19 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (19) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • L

    Logical Operations

    R Programming for Data Science

    Skills you'll gain: R Programming, R (Software), Data Science, Data Analysis, Statistical Modeling, Data Visualization, Statistical Analysis, Statistical Visualization, Regression Analysis, Statistical Machine Learning, Plot (Graphics), Data Structures, Computer Programming, Decision Tree Learning, Machine Learning Methods, Machine Learning, Software Development, Computer Programming Tools, Data Import/Export, Machine Learning Algorithms

    Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • G

    Google Cloud

    Feature Engineering en Français

    Skills you'll gain: Feature Engineering, Data Preprocessing, Model Training, Tensorflow, Dataflow, Data Processing, Data Store, Statistical Machine Learning, Machine Learning Methods, Data Transformation, Keras (Neural Network Library), Applied Machine Learning, Data Pipelines, Statistical Methods

    Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • T

    The Chinese University of Hong Kong

    Solving Algorithms for Discrete Optimization

    Skills you'll gain: Operations Research, Model Optimization, Computational Logic, Combinatorics, Algorithms, Applied Mathematics, Mathematical Modeling, Mathematical Software, Computational Thinking, Decision Support Systems, Data Transformation, Theoretical Computer Science, Performance Tuning, Linear Algebra

    4.8 stars, 44 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (44) · Intermediate · Course · 1 - 4 Weeks

    Category: Free
    Free
  • L

    LearnKartS

    Risk Management Professional Certification Prep

    Skills you'll gain: Risk Analysis, Risk Management, Risk Management Framework, Project Risk Management, Root Cause Analysis, Risk Mitigation, Risk Appetite, Business Risk Management, Enterprise Risk Management (ERM), Contingency Planning, Risk Control, Risk Modeling, Continuous Monitoring, Governance Risk Management and Compliance, Project Management Institute (PMI) Methodology, Performance Analysis, Agile Methodology, Business Continuity Planning, Threat Management, Business Continuity

    4.8 stars, 132 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.8 (132) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • L

    LearnQuest

    Securing Linux Systems

    Skills you'll gain: Virtual Private Networks (VPN), Linux Administration, Public Key Infrastructure, Linux, Linux Servers, Intrusion Detection and Prevention, Firewall, Remote Access Systems, Operating System Administration, Linux Commands, Authentications, Authorization (Computing), Network Security, Hardening, Security Controls, Infrastructure Security, Identity and Access Management, System Monitoring, Cybersecurity, Information Technology

    4.5 stars, 112 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.5 (112) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • V

    Vanderbilt University

    Chat with Your Data: Generative AI-Powered SQL Data Analysis

    Skills you'll gain: SQL, Generative AI, AI literacy, Data Visualization, Interactive Data Visualization, Prompt Patterns, Data Analysis, Debugging, Exploratory Data Analysis, ChatGPT, Prompt Engineering, Databases, Context Engineering, Data Validation, Code Reusability

    4.8 stars, 85 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (85) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular applied machine learning courses

  • Advanced Semantic Processing: Packt
  • Jenkins : Automating your delivery pipeline: Coursera
  • Create a Virtual Private Cloud (VPC) Using AWS: Coursera
  • The Science – and Neuroscience – of Change: Kotter
  • Ultimate Guide to FastAPI and Backend Development: Packt
  • Implement the Scrum Framework: Google
  • R Programming for Data Science: Logical Operations
  • Feature Engineering en Français: Google Cloud
  • Solving Algorithms for Discrete Optimization: The Chinese University of Hong Kong
  • Risk Management Professional Certification Prep: LearnKartS

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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