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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

    Corporate Finance Institute

    Regression Analysis - Fundamentals & Practical Applications

    Skills you'll gain: Regression Analysis, Statistical Modeling, Statistical Analysis, Predictive Modeling, Data Analysis, Scikit Learn (Machine Learning Library), Microsoft Excel, Linear Algebra, Model Evaluation, Supervised Learning, Exploratory Data Analysis

    Advanced · Course · 1 - 3 Months

  • C

    Coursera

    Using Microsoft PowerPoint to Create a Choice Board

    Skills you'll gain: Education Software and Technology, Digital pedagogy, Microsoft Office, Educational Materials, Instructional Design

    4.6
    Rating, 4.6 out of 5 stars
    ·
    10 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • C

    Coursera

    AI Content with Make.com: Automate Instagram Reel Scripts

    Skills you'll gain: Workflow Management, Make.com, Social Media Content, Instagram, ChatGPT, AI Workflows, Prompt Engineering, Content Creation, Social Media Marketing, Google Docs, Social Media, Social Media Management, Social Media Strategy

    Intermediate · Guided Project · Less Than 2 Hours

  • J

    Johns Hopkins University

    Firearm Purchaser Licensing Teach-Out: The Background Check Policy Not Enough People Are Talking About

    Skills you'll gain: Advocacy, Surveys

    3.6
    Rating, 3.6 out of 5 stars
    ·
    22 reviews

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Prompt Engineering in Python, with GPT, and the OpenAI API

    Skills you'll gain: Multimodal Prompts, OpenAI API, ChatGPT, JSON, Large Language Modeling, Python Programming, Text Mining, Data Validation, Unstructured Data

    Intermediate · Course · 1 - 3 Months

  • L

    LearnQuest

    Integrating Test-Driven Development into Your Workflow

    Skills you'll gain: Continuous Delivery, Continuous Deployment, Continuous Integration, Test Driven Development (TDD), Agile Methodology, Test Automation, Unit Testing, Software Development, Software Development Methodologies, Code Review, Debugging, Python Programming, Version Control

    3.8
    Rating, 3.8 out of 5 stars
    ·
    12 reviews

    Intermediate · Course · 1 - 4 Weeks

  • J

    James Spurin

    Kubernetes Certified (KCNA) + Hands On Labs + Practice Exams

    Skills you'll gain: Containerization, Docker (Software), Kubernetes, Cloud-Native Computing, Prometheus (Software), CI/CD, DevOps, Grafana, Microservices, Scalability, Application Programming Interface (API), Role-Based Access Control (RBAC)

    5
    Rating, 5 out of 5 stars
    ·
    6 reviews

    Beginner · Course · 1 - 3 Months

  • K

    Knowledge Accelerators

    Promoting Accessible Workplaces with Assistive Technology

    Skills you'll gain: Web Content Accessibility Guidelines, Workplace inclusivity, Diversity Awareness, Disabilities, Diversity Programs, Technical Communication, Interactive Learning, Visual Impairment Education, Developmental Disabilities, Microsoft Office, Microsoft Windows, Productivity

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    GenAI for Sales Development Representatives

    Skills you'll gain: Sales Development, Customer Engagement, Responsible AI, Lead Generation, Sales Enablement, Generative AI Agents, Sales Management, Customer experience improvement, Sales Prospecting, Productivity Software, Sales, Data Ethics

    Intermediate · Course · 1 - 4 Weeks

  • A

    Arizona State University

    Care: The First Step in Tech Innovation for Entrepreneurs

    Skills you'll gain: Design Thinking, Innovation, Problem Solving, Entrepreneurship, Brainstorming, Lean Methodologies, Team Oriented, Ideation, Business Research, Complex Problem Solving, Case Studies, Analysis, Customer Insights

    4.7
    Rating, 4.7 out of 5 stars
    ·
    15 reviews

    Beginner · Course · 1 - 3 Months

  • S

    Starweaver

    Master Data Storytelling for B2B & B2C Sales

    Skills you'll gain: Data Storytelling, Sales Presentations, Sales Strategy, Customer Relationship Management (CRM) Software, Storytelling, Sales, Data Literacy, B2B Sales, Data Visualization Software, Sales Process, HubSpot CRM, Customer Insights, Target Audience, Presentations, Exploratory Data Analysis, Stakeholder Communications

    3
    Rating, 3 out of 5 stars
    ·
    7 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Using Animations and Transitions in Microsoft PowerPoint

    Skills you'll gain: Data Visualization, Microsoft Office, Quick Learning, Data Literacy, Communication, Business Strategy

    4.6
    Rating, 4.6 out of 5 stars
    ·
    14 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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

  • Regression Analysis - Fundamentals & Practical Applications: Corporate Finance Institute
  • Using Microsoft PowerPoint to Create a Choice Board: Coursera
  • AI Content with Make.com: Automate Instagram Reel Scripts: Coursera
  • Firearm Purchaser Licensing Teach-Out: The Background Check Policy Not Enough People Are Talking About: Johns Hopkins University
  • Prompt Engineering in Python, with GPT, and the OpenAI API: Packt
  • Integrating Test-Driven Development into Your Workflow: LearnQuest
  • Kubernetes Certified (KCNA) + Hands On Labs + Practice Exams: James Spurin
  • Promoting Accessible Workplaces with Assistive Technology : Knowledge Accelerators
  • GenAI for Sales Development Representatives: Coursera
  • Care: The First Step in Tech Innovation for Entrepreneurs: Arizona State University

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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