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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 California, Irvine

    An Introduction to Programming the Internet of Things (IOT)

    Skills you'll gain: Test Planning, Embedded Systems, Electronics, Internet Of Things, Embedded Software, Network Protocols, Linux, User Requirements Documents, Functional Specification, Electronic Components, Functional Requirement, OSI Models, Basic Electrical Systems, Electronic Hardware, Systems Design, Debugging, Linux Commands, Application Programming Interface (API), TCP/IP, Python Programming

    4.7 stars, 21K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (21K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • M

    Microsoft

    Microsoft Cloud Support Associate

    Skills you'll gain: Hardware Troubleshooting, Microsoft Azure, Generative AI, Operating Systems, Authorization (Computing), Load Balancing, Collaborative Software, Hardware Architecture, Cloud Services, Cloud Solutions, Computer Networking, Microsoft Power Automate/Flow, General Networking, Microsoft Teams, Authentications, Dashboard Creation, Cloud Computing, IT Automation, Security Controls, Network Protocols

    4.7 stars, 1.7K reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.7 (1.7K) · Beginner · Professional Certificate · 3 - 6 Months

    Category: Job skills
    Job skills
    Status: Free trial
    Free trial
  • M

    Microsoft

    Microsoft Data Analysis with Python & R

    Skills you'll gain: Git (Version Control System), Data Visualization, Data Presentation, Generative AI, Version Control, Matplotlib, Exploratory Data Analysis, Data Cleansing, Pandas (Python Package), R Programming, Tidyverse (R Package), Ggplot2, Jupyter, Python Programming, Microsoft Visual Studio, Statistical Visualization, Data Storytelling, GitHub, NumPy, Machine Learning Methods

    4.4 stars, 694 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.4 (694) · Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • C

    Coursera

    Linear Regression with Python

    Skills you'll gain: Model Training, Regression Analysis, NumPy, Machine Learning Algorithms, Machine Learning, Model Optimization, Deep Learning, Data Science, Python Programming

    4.6 stars, 441 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.6 (441) · Intermediate · Guided Project · Less Than 2 Hours

  • M

    Madecraft

    Python Data Science Mistakes to Avoid

    Skills you'll gain: Data Validation, Data Cleansing, Data Quality, Data Maintenance, Data Wrangling, Data Manipulation, Data Integrity, Data Visualization, Data Preprocessing, Exploratory Data Analysis, Data Science, Pandas (Python Package), Feature Engineering, Statistical Visualization, Debugging, Data Sharing, Verification And Validation, Anomaly Detection, Python Programming, Machine Learning

    Mixed · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • E

    EDUCBA

    AI Technologies, Tools & Cloud Certification Specialization

    Skills you'll gain: Model Training, Artificial Intelligence and Machine Learning (AI/ML), Computer Vision, Artificial Intelligence, Image Analysis, Machine Learning Methods, Machine Learning Algorithms, AI powered creativity, AWS SageMaker, Responsible AI, Applied Machine Learning, Model Optimization, Natural Language Processing, Generative AI, Machine Learning, Prompt Engineering Tools, Prompt Engineering, Cloud Deployment, Customer experience improvement, AI Integrations

    4.7 stars, 17 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.7 (17) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • H

    Hebrew University of Jerusalem

    Build a Modern Computer from First Principles: From Nand to Tetris (Project-Centered Course)

    Skills you'll gain: Computer Architecture, Hardware Architecture, Computer Hardware, Computer Engineering, Computer Science, Computer Systems, Microarchitecture, Computational Logic, System Programming, Computer Programming, Systems Design, System Design and Implementation, Other Programming Languages, Technical Design, Software Design, Memory Management, Program Development, Data Storage

    4.9 stars, 3.7K reviews, Mixed, Course, 1 - 3 Months

    ★ 4.9 (3.7K) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • C

    Chegg Skills

    AI-Enabled Cybersecurity

    Skills you'll gain: AI Security, Cyber Threat Intelligence, Cybersecurity, Threat Detection, Incident Response, Information Systems Security, Vulnerability Assessments, Penetration Testing, Security Awareness, Artificial Intelligence, Cloud Security, Authentications, Machine Learning, Network Security, Data Analysis, Automation, Risk Management, Prompt Engineering, Problem Solving, Critical Thinking

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • W

    Whizlabs

    Google Cloud Operations, Security & AI

    Skills you'll gain: Google Cloud Platform, Data Migration, DevOps, Cloud Management, CI/CD, Cloud Security, Cloud Computing, Cloud API, Key Management, Artificial Intelligence and Machine Learning (AI/ML), Encryption, Model Training, System Monitoring, Applied Machine Learning, Identity and Access Management, Data Pipelines, Real Time Data, Data Analysis, Analytics, Data Security

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • F

    Fractal Analytics

    Fractal Data Science

    Skills you'll gain: Data Storytelling, Decision Making, Critical Thinking, Database Design, Data Manipulation, Data Presentation, Power BI, Data Visualization, Model Evaluation, Feature Engineering, Model Deployment, Interactive Data Visualization, Data Wrangling, Critical Thinking and Problem Solving, Data Analysis Expressions (DAX), Human Centered Design, SQL, Machine Learning, Problem Solving, Python Programming

    4.4 stars, 625 reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.4 (625) · Beginner · Professional Certificate · 3 - 6 Months

    Status: Free trial
    Free trial
  • G

    Google Cloud

    Professional Cloud Architect Part 2: AI, Security, & Ops

    Skills you'll gain: Kubernetes, Infrastructure as Code (IaC), Application Performance Management, Terraform, Identity and Access Management, Generative AI Agents, Metadata Management, Google Cloud Platform, Data Sharing, Data Pipelines, Cloud-Native Computing, Cloud Development, Prompt Engineering, Serverless Computing, Generative AI, Cloud Security, Cloud Deployment, AI literacy, Dashboard Creation, MLOps (Machine Learning Operations)

    4.6 stars, 2.9K reviews, Advanced, Specialization, 3 - 6 Months

    ★ 4.6 (2.9K) · Advanced · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • M

    Macquarie University

    Artificial Intelligence (AI) Education for Teachers

    Skills you'll gain: AI literacy, Data Ethics, Teaching, Education and Training, Instructional Strategies, AI Integrations, Instructional Design, Critical Thinking, Human Learning, Analytical Skills, Machine Learning

    4.7 stars, 967 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (967) · Beginner · Course · 1 - 3 Months

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

  • An Introduction to Programming the Internet of Things (IOT): University of California, Irvine
  • Microsoft Cloud Support Associate: Microsoft
  • Microsoft Data Analysis with Python & R: Microsoft
  • Linear Regression with Python: Coursera
  • Python Data Science Mistakes to Avoid: Madecraft
  • AI Technologies, Tools & Cloud Certification Specialization: EDUCBA
  • Build a Modern Computer from First Principles: From Nand to Tetris (Project-Centered Course): Hebrew University of Jerusalem
  • AI-Enabled Cybersecurity: Chegg Skills
  • Google Cloud Operations, Security & AI: Whizlabs
  • Fractal Data Science: Fractal Analytics

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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