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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


  • A

    Arizona State University

    English for Critical Analysis

    Skills you'll gain: Culture, AI literacy, Intercultural Competence, Cultural Sensitivity, Social Impact, English Language, Artificial Intelligence, Persuasive Communication, Language Competency, Media and Communications, Emerging Technologies

    Advanced · Course · 1 - 4 Weeks

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

    Edureka

    Cloud-Native .NET Application Deployment

    Skills you'll gain: Cloud-Native Computing, Cloud Computing Architecture, Application Deployment, CI/CD, Cloud Applications, Cloud Platforms, Software Architecture, Azure DevOps, ASP.NET, .NET Framework, Containerization, Docker (Software), Continuous Integration, Microsoft Azure, Cloud Infrastructure, Platform As A Service (PaaS), Continuous Deployment, Distributed Computing, GitHub, Data Management

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • R

    Red Hat

    Red Hat AI Inference Technical Overview

    Skills you'll gain: LLM Application, Hugging Face, Large Language Modeling, Model Deployment, Token Optimization, AI Workflows, OpenShift, AI Enablement, Model Training, Model Optimization, Generative Model Architectures, Artificial Intelligence and Machine Learning (AI/ML), Application Deployment, Cloud Deployment, Enterprise Architecture, Devops Tools, Model Evaluation, Performance Tuning, Virtualization, Data Science

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • I

    IBM

    Generative AI and LLMs: Architecture and Data Preparation

    Skills you'll gain: Large Language Modeling, Generative AI, Generative Model Architectures, LLM Application, Generative Adversarial Networks (GANs), Hugging Face, Data Pipelines, PyTorch (Machine Learning Library), Natural Language Processing, Data Preprocessing, Artificial Intelligence, Model Training, Recurrent Neural Networks (RNNs), Responsible AI

    4.7 stars, 469 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (469) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • H

    Heriot-Watt University

    MSc Computer Science

    Skills you'll gain: Responsible AI, Database Systems, Database Management, Database Software, Artificial Intelligence, Unsupervised Learning, Graph Theory, Software Engineering, Database Development, Java Programming, Requirements Analysis, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Statistical Methods, Data Structures, Project Scoping, Algorithms, Administration, Computer Science, Performance Measurement

    Degree · 1 - 4 Years

    Category: Job ready
    Job ready
  • C

    Chris Croft Training

    Decision Making: Complete Guide

    Skills you'll gain: Performance Measurement, Creative Problem-Solving, Decision Making, Creative Thinking, Brainstorming, Creativity, Decisiveness, Strategic Decision-Making, Innovation, Data-Driven Decision-Making, Cognitive flexibility, Data Literacy, Decision Tree Learning, Systems Of Measurement, Leadership, Data Analysis, Thought Leadership, Strategic Leadership, Initiative and Leadership, Data Presentation

    Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • D

    Duke University

    Human Factors in AI

    Skills you'll gain: Responsible AI, Data Ethics, Experience Design, User Experience Design, Human Centered Design, Human Factors, Decision Intelligence, Information Privacy, Design Thinking, Machine Learning, Ethical Standards And Conduct, Law, Regulation, and Compliance, Automation

    4.7 stars, 249 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (249) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • L

    LearnQuest

    Microsoft Azure: AI, Infrastructure, and Data Solutions

    Skills you'll gain: Cloud Infrastructure, Microsoft Azure, Infrastructure As A Service (IaaS), Data Processing, Big Data, Apache Spark, Artificial Intelligence and Machine Learning (AI/ML), Databricks, Infrastructure Security, Data Pipelines, Virtual Networking, Azure DevOps, Virtual Machines, Azure Active Directory, Analytics, Active Directory, Network Security, Model Deployment, Python Programming, Role-Based Access Control (RBAC)

    4.4 stars, 1.6K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.4 (1.6K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Tesla Stock Price Prediction using Facebook Prophet

    Skills you'll gain: Plotly, Technical Analysis, Time Series Analysis and Forecasting, Predictive Modeling, Market Data, Financial Forecasting, Model Evaluation, Forecasting, Applied Machine Learning, Trend Analysis, Financial Analysis, Data Visualization, Statistical Visualization, Google Sheets, Interactive Data Visualization, Equities, Machine Learning, Data Import/Export

    4.2 stars, 146 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.2 (146) · Beginner · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • K

    KodeKloud

    AWS GenAI: RAG, AI Agents and Responsible AI

    Skills you'll gain: Prompt Engineering, Responsible AI, Amazon Bedrock, Retrieval-Augmented Generation, Multimodal Prompts, Generative AI, AWS SageMaker, Generative AI Agents, LLM Application, Vector Databases, Amazon Web Services, Large Language Modeling, Agentic Workflows, Human Centered Design, Agentic systems, Embeddings, Data Ethics, Data Governance, Natural Language Processing, Benchmarking

    Advanced · Course · 1 - 4 Weeks

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

    University of Minnesota

    Agile Software Development

    Skills you'll gain: User Story, Agile Software Development, Agile Methodology, Agile Project Management, Agile Product Development, Scrum (Software Development), Sprint Planning, Software Development Methodologies, Release Management

    4.7 stars, 7.5K reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (7.5K) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Michigan

    AI for Autonomous Vehicles and Robotics

    Skills you'll gain: Machine Learning Methods, Machine Learning, Machine Learning Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Transfer Learning, Control Systems, Image Analysis, Robotics, Deep Learning, Computer Vision, Artificial Intelligence, Generative AI, Reinforcement Learning, Algorithms

    4.5 stars, 69 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.5 (69) · Intermediate · 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

  • English for Critical Analysis: Arizona State University
  • Cloud-Native .NET Application Deployment: Edureka
  • Red Hat AI Inference Technical Overview: Red Hat
  • Generative AI and LLMs: Architecture and Data Preparation: IBM
  • MSc Computer Science: Heriot-Watt University
  • Decision Making: Complete Guide: Chris Croft Training
  • Human Factors in AI: Duke University
  • Microsoft Azure: AI, Infrastructure, and Data Solutions: LearnQuest
  • Tesla Stock Price Prediction using Facebook Prophet: Coursera
  • AWS GenAI: RAG, AI Agents and Responsible AI: KodeKloud

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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