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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

    IBM

    IBM UI/UX Designer

    Skills you'll gain: User Story, Information Architecture, UI/UX Research, User Research, Persona (User Experience), User Interface and User Experience (UI/UX) Design, Design Thinking, Agile Software Development, UI/UX Strategy, Scrum (Software Development), User Centered Design, Design Research, Responsive Web Design, User Interface (UI), Figma (Design Software), Wireframing, User Experience, Adobe XD, Responsible AI, Prototyping

    ★ 4.8 (2.9K) · Beginner · Professional Certificate · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • J

    John Wiley & Sons

    The Health Care Data Guide

    Skills you'll gain: Run Chart, Data Collection, Pareto Chart, Health Care Administration, Clinical Leadership, Data Analysis, Quality Improvement, Continuous Quality Improvement (CQI), Data-Driven Decision-Making, Healthcare Project Management, Data Quality, Statistical Visualization, Exploratory Data Analysis, Statistical Analysis, Scatter Plots, Epidemiology, Health Care, Data Visualization, Decision Making, Healthcare Ethics

    Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
  • I

    IBM

    Foundations of AI Native Data Engineering

    Skills you'll gain: Infrastructure Architecture, Metadata Management

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • C

    California Institute of the Arts

    Sharpened Visions: A Poetry Workshop

    Skills you'll gain: Writing and Editing, Peer Review, Editing, Writing, Storytelling, Language Competency, Creativity, English Language, Language Learning

    ★ 4.8 (1.9K) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • E

    EDUCBA

    AI & Predictive Analytics with Python

    Skills you'll gain: Unsupervised Learning, Predictive Modeling, Supervised Learning, Model Evaluation, Applied Machine Learning, Predictive Analytics, Random Forest Algorithm, Text Mining, Classification Algorithms, Machine Learning Methods, Natural Language Processing, Machine Learning Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Computational Logic, Python Programming, Data Science, Logistic Regression, Data Processing, Unstructured Data

    ★ 4.9 (19) · Mixed · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • U

    University of Illinois Urbana-Champaign

    Auditing I: Conceptual Foundations of Auditing

    Skills you'll gain: Financial Auditing, Auditing, Auditors Report, External Auditing, Certified Public Accountant, Audit Planning, Public Accounting, Quality Assessment, Quality Assurance and Control, Ethical Standards And Conduct, Business Ethics, Financial Statements, Financial Reporting, Risk Analysis, Market Dynamics

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

    Category: Preview
    Preview
    Category: Build toward a degree
    Build toward a degree
  • I

    IBM

    Developing Interpersonal Skills

    Skills you'll gain: Constructive Feedback, Interpersonal Communications, Social Skills, Active Listening, Trustworthiness, Conflict Management, Assertiveness, Communication, Professionalism, Rapport Building, Professional Development, Communication Strategies, Influencing, Empathy, Emotional Intelligence, Personal Attributes, People Management

    ★ 4.7 (3.3K) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • U

    University of California San Diego

    Genomic Data Science and Clustering (Bioinformatics V)

    Skills you'll gain: Bioinformatics, Dimensionality Reduction, Unsupervised Learning, Applied Machine Learning, Machine Learning Algorithms, Taxonomy, Data Mining, Data Preprocessing, Machine Learning, Data Analysis Software, Life Sciences, Anthropology, Statistical Methods

    ★ 4.1 (94) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • D

    DeepLearning.AI

    IA Para Todos (Português)

    Skills you'll gain: AI Product Strategy, AI Enablement, Artificial Intelligence and Machine Learning (AI/ML), Business Strategy, Artificial Intelligence, Data Ethics, Responsible AI, Applied Machine Learning, AI literacy, Data Science, Machine Learning, Artificial Neural Networks, Deep Learning

    ★ 4.8 (32) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • L

    LearnKartS

    Build AI Agents & Secure API Integrations with n8n

    Skills you'll gain: Webhook Security, AI Integrations, Generative AI Agents, Application Programming Interface (API), AI Workflows, Agentic Workflows, API Design, Restful API, AI Orchestration, OpenAI API, Web Scraping, Prompt Engineering, Scripting Languages, No-Code Development, Google Gemini, Javascript, Automation, Authentications, Large Language Modeling, Cybersecurity

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free Trial
    Free Trial
  • U

    University of Illinois Urbana-Champaign

    Innovation: From Creativity to Entrepreneurship

    Skills you'll gain: Entrepreneurship, Strategic Decision-Making, Innovation, Creativity, Team Management, Creative Problem-Solving, Ideation, Technology Strategies, Creative Thinking, Business Modeling, Engineering Management, Strategic Thinking, Value Propositions, Collaboration, People Management, Business Planning, Team Collaboration, Decision Making, New Business Development, Strategic Planning

    ★ 4.8 (3.8K) · Beginner · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
    Category: Build toward a degree
    Build toward a degree
  • D

    DeepLearning.AI

    Advanced Deployment Scenarios with TensorFlow

    Skills you'll gain: Model Deployment, Federated Learning, Tensorflow, Transfer Learning, Model Training, MLOps (Machine Learning Operations), Model Evaluation, Fine-tuning, Machine Learning, Information Privacy, Embeddings

    ★ 4.8 (512) · 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

  • IBM UI/UX Designer: IBM
  • The Health Care Data Guide: John Wiley & Sons
  • Foundations of AI Native Data Engineering: IBM
  • Sharpened Visions: A Poetry Workshop: California Institute of the Arts
  • AI & Predictive Analytics with Python: EDUCBA
  • Auditing I: Conceptual Foundations of Auditing: University of Illinois Urbana-Champaign
  • Developing Interpersonal Skills: IBM
  • Genomic Data Science and Clustering (Bioinformatics V): University of California San Diego
  • IA Para Todos (Português): DeepLearning.AI
  • Build AI Agents & Secure API Integrations with n8n: LearnKartS

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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