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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


  • I

    Institute for the Future

    Futures Thinking

    Skills you'll gain: Forecasting, Visionary, Proactivity, Innovation, Strategic Thinking, Strategic Planning, Cognitive flexibility, Creative Thinking, Action Oriented, Simulations, Optimism, Planning, Community Organizing, Creativity, Social Impact, Systems Thinking, Virtual Reality, Trend Analysis, Game Theory, Storytelling

    4.8 stars, 2K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.8 (2K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of California, Davis

    Web Development for Beginners

    Skills you'll gain: Responsive Web Design, Color Theory, Version Control, Typography, HTML and CSS, Cascading Style Sheets (CSS), Hypertext Markup Language (HTML), GitHub, Git (Version Control System), Web Design, Web Design and Development, Web Development, Software Versioning, Web Content Accessibility Guidelines, Front-End Web Development, AI Integrations, Application Deployment, Image Quality, Web Development Tools, User Interface (UI) Design

    4.7 stars, 3.7K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (3.7K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • W

    Whizlabs

    Exam Prep (NCA-GENL): NVIDIA-Certified Generative AI LLMs

    Skills you'll gain: Prompt Engineering, Large Language Modeling, Data Preprocessing, Convolutional Neural Networks, Plot (Graphics), Generative AI, Prompt Engineering Tools, Deep Learning, Unsupervised Learning, Model Evaluation, Natural Language Processing, Responsible AI, Time Series Analysis and Forecasting, Generative Model Architectures, Transfer Learning, Supervised Learning, Data Ethics, Image Analysis, LLM Application, Recurrent Neural Networks (RNNs)

    4.4 stars, 62 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.4 (62) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • M

    Microsoft

    Unlock Business Insights with Microsoft Excel and Power BI

    Skills you'll gain: Excel Formulas, Data Storytelling, Microsoft Excel, Dashboard Creation, Dashboard, Pivot Tables And Charts, Power BI, Data-Driven Decision-Making, Microsoft Copilot, Spreadsheet Software, Extract, Transform, Load, Data Presentation, Data Visualization Software, Generative AI, Data Visualization, Data Analysis, Interactive Data Visualization, Business Intelligence, Data Collection, Business Metrics

    4.5 stars, 855 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.5 (855) · Beginner · Specialization · 3 - 6 Months

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

    SkillUp

    Artificial Intelligence for Healthcare

    Skills you'll gain: Generative AI Agents, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Artificial Intelligence, Jupyter, Healthcare Industry Knowledge, Model Training, Healthcare Ethics, Health Disparities, Health Informatics, LLM Application, Machine Learning, Deep Learning, Statistical Machine Learning, AI Integrations, AI Security, Model Evaluation, Predictive Modeling, Data-Driven Decision-Making, Data Processing, Data Analysis

    4.5 stars, 11 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.5 (11) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • I

    Illinois Tech

    Introduction to Data Science Techniques

    Skills you'll gain: Statistical Analysis, Time Series Analysis and Forecasting, Data Analysis, Machine Learning Algorithms, Model Evaluation, Data Visualization, Data Science, Exploratory Data Analysis, Data Presentation, Statistical Programming, Statistical Methods, Statistical Machine Learning, Statistical Modeling, Applied Machine Learning, Probability & Statistics, R (Software), R Programming, Statistical Software, Forecasting, Machine Learning

    4.3 stars, 23 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.3 (23) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • C

    Coursera

    NLP: Twitter Sentiment Analysis

    Skills you'll gain: Model Evaluation, Model Training, Exploratory Data Analysis, Data Cleansing, Text Mining, Scikit Learn (Machine Learning Library), Probability & Statistics, Natural Language Processing, Data Preprocessing, Social Media Analytics, Data Analysis, Classification Algorithms, Python Programming, Applied Machine Learning, Predictive Analytics, Machine Learning, Automation

    4.6 stars, 376 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.6 (376) · Beginner · Guided Project · Less Than 2 Hours

  • M

    Microsoft

    Microsoft Purpose Driven Leadership

    Skills you'll gain: Environmental Social And Corporate Governance (ESG), People Analytics, Stakeholder Engagement, Responsible AI, Strategic Leadership, Sustainability Reporting, Leadership and Management, Sustainability Standards, Smart Goals, Analytics, Team Leadership, Key Performance Indicators (KPIs), Power BI, Goal-Oriented, Strategic Communication, Communication Planning, Decision Making, Microsoft Copilot, Communication Strategies, Decision Tree Learning

    Advanced · Professional Certificate · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    University of Virginia

    Digital Product Management: Modern Fundamentals

    Skills you'll gain: New Product Development, Product Management, Product Development, Agile Product Development, Innovation, Product Improvement, Ideation, Customer Analysis, Customer Insights, Design Thinking, Stakeholder Engagement, Stakeholder Communications, Customer Engagement, Product Requirements, Agile Methodology, Data-Driven Decision-Making, Stakeholder Management, Product Testing, Business Modeling

    4.7 stars, 5.4K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (5.4K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    IBM

    AI Workflow: Data Analysis and Hypothesis Testing

    Skills you'll gain: Exploratory Data Analysis, Data Presentation, Probability Distribution, Statistical Hypothesis Testing, Data Visualization Software, Dashboard Creation, Dashboard, Data Analysis, Data Science, Probability & Statistics, Statistical Methods, Statistical Analysis, Jupyter, Matplotlib, Data Preprocessing, Data Cleansing, Pandas (Python Package), Statistical Inference, Python Programming, Machine Learning

    4.3 stars, 128 reviews, Advanced, Course, 1 - 4 Weeks

    ★ 4.3 (128) · Advanced · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Geneva

    Particle Physics: an Introduction

    Skills you'll gain: Physics, electromagnetics, Laboratory Equipment, Physical Science, Radiation Protection, Science and Research, Experimentation, Research, Mathematical Modeling, Applied Mathematics

    4.4 stars, 966 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.4 (966) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    University of Manchester

    Introduction to Physical Chemistry

    Skills you'll gain: Chemistry, Physical Science, Physics, Laboratory Experience, Experimentation, Laboratory Procedures, Applied Mathematics, Differential Equations, Calculus

    4.7 stars, 758 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.7 (758) · Mixed · Course · 1 - 3 Months

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

  • Futures Thinking: Institute for the Future
  • Web Development for Beginners: University of California, Davis
  • Exam Prep (NCA-GENL): NVIDIA-Certified Generative AI LLMs: Whizlabs
  • Unlock Business Insights with Microsoft Excel and Power BI: Microsoft
  • Artificial Intelligence for Healthcare: SkillUp
  • Introduction to Data Science Techniques: Illinois Tech
  • NLP: Twitter Sentiment Analysis: Coursera
  • Microsoft Purpose Driven Leadership: Microsoft
  • Digital Product Management: Modern Fundamentals: University of Virginia
  • AI Workflow: Data Analysis and Hypothesis Testing: IBM

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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