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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


  • T

    The Hong Kong University of Science and Technology

    Differential Equations for Engineers

    Skills you'll gain: Differential Equations, Applied Mathematics, Calculus, Integral Calculus, Numerical Analysis, Mathematical Modeling, Advanced Mathematics, Linear Algebra, Vibrations, Algebra

    4.9 stars, 2.2K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.9 (2.2K) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • J

    John Wiley & Sons

    Human Resources Kit For Dummies

    Skills you'll gain: Human Resources, Human Resource Strategy, Human Resources Management and Planning, Talent Acquisition, Human Resource Management, Full Cycle Recruitment, Recruitment Strategies, Workforce Development, Human Resources Information System (HRIS), Compensation Management, People Management, Compensation Strategy, Workforce Planning, Human Resources Software, Benefits Administration, Recruitment, Interviewing Skills, Succession Planning, Talent Management, Human Resource Policies

    Beginner · Specialization · 3 - 6 Months

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

    SkillsBooster Academy

    AI Agents for Business Automation

    Skills you'll gain: Email Automation, Business Process Automation, Generative AI Agents, Business Workflow Analysis, Automation, Workflow Management, Agentic systems, Expense Reports, ChatGPT, Client Support, LLM Application, Project Coordination, Coordinating, Artificial Intelligence, Enterprise Architecture, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Expense Management, Prompt Engineering, Business

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • S

    SkillsBooster Academy

    Introduction to ChatGPT for Beginners

    Skills you'll gain: ChatGPT, Prompt Engineering, Prompt Patterns, Email Automation, Infographics, OpenAI, AI literacy, Multimodal Prompts, Generative AI, Generative AI Agents, Research, AI Workflows, Content Creation, Context Engineering, Planning, Document Management, Time Management, Social Media Content, Project Documentation, Image Analysis

    Beginner · Course · 1 - 3 Months

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

    University of California, Santa Cruz

    AI Tools for the Workplace

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Responsible AI, AI literacy, Google Gemini, Prompt Engineering Tools, Spreadsheet Software, Generative AI Agents, AI Enablement, Generative AI, AI Workflows, Agentic Workflows, Productivity, Microsoft Excel, AI Security, Workflow Management, Artificial Intelligence, AI Integrations, Artificial Intelligence and Machine Learning (AI/ML), Performance Improvement

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • 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
  • E

    Edureka

    Multimodal Agent Testing and Deployment

    Skills you'll gain: Generative AI Agents, Model Deployment, LLM Application, Agentic Workflows, Multimodal Prompts, Prompt Engineering, Agentic systems, Artificial Intelligence, Application Deployment, Test Case, Application Performance Management, Testability, System Design and Implementation, Application Development, API Design, Containerization, System Monitoring, Docker (Software), Software Testing, Python Programming

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • P

    Packt

    Build & Deploy AI with Hugging Face - Hands-On

    Skills you'll gain: Hugging Face, Fine-tuning, Model Deployment, AI Workflows, LLM Application, Transfer Learning, Model Training, Model Optimization, Application Deployment, Large Language Modeling, Data Processing, Generative AI, Data Preprocessing, Data Sharing, Model Evaluation, Responsible AI, Metadata Management, Python Programming, Development Environment, Training Programs

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • K

    KodeKloud

    Generative AI Engineering with OpenAI API and AWS Models

    Skills you'll gain: OpenAI API, Amazon Bedrock, OpenAI, Multimodal Prompts, Generative AI, AWS SageMaker, Generative AI Agents, LLM Application, Responsible AI, Retrieval-Augmented Generation, Prompt Engineering, Amazon Web Services, Agentic Workflows, Artificial Intelligence and Machine Learning (AI/ML), Large Language Modeling, Embeddings, Cyber Governance, Vector Databases, Data Ethics, Natural Language Processing

    Beginner · Specialization · 1 - 3 Months

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

    EDUCBA

    ARM Cortex (STM32) Fundamentals: Building Embedded Systems

    Skills you'll gain: Embedded Systems, Embedded Software, C (Programming Language), C and C++, Programming Principles, Memory Management, Hardware Architecture, Computational Logic, Computer Architecture, Computer Programming, Peripheral Devices

    4.5 stars, 44 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.5 (44) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • A

    Arizona State University

    English for Social Analysis

    Skills you'll gain: Critical Thinking, English Language, Psychology, Science and Research, Social Sciences, Oral Expression, Language Competency, Oral Comprehension, Writing, Sociology, Vocabulary, Cultural Diversity

    Advanced · Course · 1 - 4 Weeks

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

    Duke University

    Developing Explainable AI (XAI)

    Skills you'll gain: Responsible AI, Data Ethics, Generative AI, Artificial Intelligence, AI literacy, Decision Intelligence, Machine Learning, Machine Learning Methods, Model Evaluation, Artificial Neural Networks, Information Privacy

    4.6 stars, 67 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.6 (67) · 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

  • Differential Equations for Engineers: The Hong Kong University of Science and Technology
  • Human Resources Kit For Dummies: John Wiley & Sons
  • AI Agents for Business Automation: SkillsBooster Academy
  • Introduction to ChatGPT for Beginners: SkillsBooster Academy
  • AI Tools for the Workplace: University of California, Santa Cruz
  • Red Hat AI Inference Technical Overview: Red Hat
  • Multimodal Agent Testing and Deployment: Edureka
  • Build & Deploy AI with Hugging Face - Hands-On: Packt
  • Generative AI Engineering with OpenAI API and AWS Models: KodeKloud
  • ARM Cortex (STM32) Fundamentals: Building Embedded Systems: EDUCBA

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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