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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


  • M

    Madecraft

    Applied Data Analytics

    Skills you'll gain: Data Storytelling, Dashboard, Dashboard Creation, Business Analytics, Analytics, Social Network Analysis, Fraud detection, Data Analysis, Data Presentation, Business Intelligence, Marketing Analytics, Pandas (Python Package), Analytical Skills, Network Analysis, Interactive Data Visualization, Power BI, Plot (Graphics), Exploratory Data Analysis, Data Visualization, Python Programming

    Beginner · Specialization · 3 - 6 Months

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

    Coursera

    Build a Machine Learning Web App with Streamlit and Python

    Skills you'll gain: Machine Learning Algorithms, Dashboard Creation, Classification Algorithms, Interactive Data Visualization, Data Visualization Software, Model Evaluation, Applied Machine Learning, Machine Learning, Scikit Learn (Machine Learning Library), Plot (Graphics), Web Applications, Logistic Regression, Predictive Modeling, Model Training, Data Science, Python Programming, Fine-tuning, Model Optimization, Pandas (Python Package)

    4.7 stars, 419 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.7 (419) · Intermediate · Guided Project · Less Than 2 Hours

  • C

    Chegg Skills

    Applied Agile Project Management

    Skills you'll gain: Sprint Retrospectives, Agile Project Management, Agile Methodology, Project Design, Project Planning, Scrum (Software Development), Project Management, User Story, Plan Execution, Backlogs, Project Estimation, Risk Management, Change Management, Team Collaboration, Cross-Functional Collaboration, Prioritization, Stakeholder Communications, Requirements Analysis, Problem Solving, Decision Making

    Beginner · Specialization · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • S

    Sungkyunkwan University

    Using R for Regression and Machine Learning in Investment

    Skills you'll gain: Regression Analysis, Predictive Modeling, Investment Management, Risk Analysis, Investments, Machine Learning Methods, R Programming, Statistical Methods, Machine Learning, Statistical Programming, Statistical Analysis, Financial Analysis, Machine Learning Algorithms, R (Software), Risk Management, Logistic Regression

    4.8 stars, 6 reviews, Intermediate, Course, 1 - 4 Weeks

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

    Category: Preview
    Preview
  • C

    Chegg Skills

    Applied AI in Cybersecurity

    Skills you'll gain: Prompt Engineering, Prompt Engineering Tools, Prompt Patterns, AI Security, AI literacy, Multimodal Prompts, Data Ethics, Cyber Threat Intelligence, Cybersecurity, ChatGPT, AI Workflows, Productivity, Generative AI, Information Systems Security, Threat Detection, Artificial Intelligence, Security Awareness, Critical Thinking, Problem Solving, Risk Management

    Beginner · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • L

    LearnQuest

    No-Code Machine Learning and Data Science for Everyone

    Skills you'll gain: Responsible AI, Exploratory Data Analysis, Data Storytelling, Data Presentation, Data Analysis, Model Evaluation, Dashboard Creation, Interactive Data Visualization, No-Code Development, Market Data, Business Analytics, Data Science, Analytics, Model Training, Model Deployment, Model Optimization, Applied Machine Learning, Machine Learning, Predictive Modeling, Data Visualization

    Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • S

    Sage Publications

    Applied Statistics Using Stata

    Skills you'll gain: Time Series Analysis and Forecasting, Stata, Logistic Regression, STATA (Software), Quantitative Research, General Science and Research, Regression Analysis, Descriptive Statistics, Forecasting, Exploratory Data Analysis, Data Entry, Descriptive Analytics, Statistical Inference, Statistical Methods, Probability & Statistics, Statistical Analysis, Statistical Programming, Statistical Modeling, Data Import/Export, Data Analysis

    Intermediate · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • S

    Siemens

    Applied Computational Fluid Dynamics

    Skills you'll gain: Simulation and Simulation Software, Engineering Analysis, Thermal Management, Hydraulics, Mechanical Engineering, Simulations, Numerical Analysis, Energy and Utilities, Mathematical Modeling, Engineering, Mechanics, Physics

    4.7 stars, 184 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.7 (184) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • G

    Google Cloud

    Introduction to AI and Machine Learning on GC - Español

    Skills you'll gain: Google Cloud Platform, Generative AI, Generative AI Agents, Artificial Intelligence and Machine Learning (AI/ML), MLOps (Machine Learning Operations), AI literacy, Artificial Intelligence, AI Workflows, Cloud Infrastructure, Agentic systems, Applied Machine Learning, Model Training, Model Deployment, Machine Learning

    3.9 stars, 21 reviews, Beginner, Course, 1 - 3 Months

    ★ 3.9 (21) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • C

    Coursera

    MLOps in R: Deploying machine learning models using vetiver

    Skills you'll gain: Model Deployment, MLOps (Machine Learning Operations), Model Evaluation, Continuous Deployment, Model Training, Tidyverse (R Package), R Programming, Health Informatics, Applied Machine Learning, Continuous Monitoring, Predictive Modeling, Machine Learning Methods, Dashboard Creation, Docker (Software), Containerization, Application Programming Interface (API)

    Intermediate · Guided Project · Less Than 2 Hours

  • P

    Packt

    No-Code Machine Learning Using Amazon AWS SageMaker Canvas

    Skills you'll gain: AWS SageMaker, Applied Machine Learning, Model Evaluation, Amazon Web Services, No-Code Development, Model Training, Machine Learning, Supervised Learning, Predictive Modeling, Amazon S3, Version Control, Data Preprocessing, Model Deployment, Data Validation

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Introduction to AI and Machine Learning on GC - Deutsch

    Skills you'll gain: Google Cloud Platform, MLOps (Machine Learning Operations), Generative AI, Generative AI Agents, Artificial Intelligence and Machine Learning (AI/ML), Prompt Engineering Tools, AI Workflows, Cloud Infrastructure, Agentic Workflows, Big Data, Data Infrastructure, Model Deployment, Natural Language Processing, Prompt Engineering, Model Training, Applied Machine Learning, Machine Learning Methods, Large Language Modeling, Machine Learning

    Beginner · Course · 1 - 3 Months

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

  • Applied Data Analytics: Madecraft
  • Build a Machine Learning Web App with Streamlit and Python: Coursera
  • Applied Agile Project Management: Chegg Skills
  • Using R for Regression and Machine Learning in Investment: Sungkyunkwan University
  • Applied AI in Cybersecurity: Chegg Skills
  • No-Code Machine Learning and Data Science for Everyone: LearnQuest
  • Applied Statistics Using Stata: Sage Publications
  • Applied Computational Fluid Dynamics: Siemens
  • Introduction to AI and Machine Learning on GC - Español: Google Cloud
  • MLOps in R: Deploying machine learning models using vetiver: Coursera

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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