Machine Learning Training and Skills

Learn machine learning through regression, classification and evaluation. Build Python skills to analyze patterns and test predictions, with foundations for beginners and routes for practitioners.

Machine Learning courses to explore

Machine Learning courses for beginners

New to Machine Learning? Learn regression and classification through introductory courses before choosing more specialized training.

Machine Learning training without a coding background

Apply Machine Learning with no-code tools and business-focused training. Find programs that emphasize practical workflows rather than programming.

Practical Machine Learning courses and tools

Train models that recognize patterns in data, make predictions, and support better decisions. Develop hands-on skills in regression and classification.

Great Learning Academy

Data Mining

Skills: Basic Data Understanding · Data Description

★ 4.5 (2,698)

Intermediate · 2 hours 30 minutes

Free Course

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Advanced Machine Learning training

Already familiar with Machine Learning? Build on your experience in regression and classification to handle more complex tasks and evaluate your results.

Great Learning Academy

AI for Leaders

Skills: AI as a Service · Artificial Intelligence in Various Domains

★ 4.5 (432)

Advanced · 1 hour 30 minutes

Free Course

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Machine Learning training for working professionals

Train models that recognize patterns in data, make predictions, and support better decisions. Choose training that helps you use regression and classification in your role.

University programs with Machine Learning skills

Develop expertise in regression and classification through a broader university curriculum. Explore programs that connect Machine Learning to the responsibilities you want to take on.

McCombs School of Business at The University of Texas at Austin

Chief AI Officer Program

Skills: Agentic AI Governance & Control · AI & Machine Learning Foundations

28 weeks

University Certificate

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SRM University, Sikkim

Online BCA

Skills: Artificial Intelligence & Machine Learning · Data Science & Analytics

Beginner · 36 months

Degree Program · Paid

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SRM University, Sikkim

Online MCA

Skills: AI & Generative AI · Cyber Security & Cyber Forensics

Beginner · 24 months

Degree Program · Paid

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Find your right learning option

Choose how far you want to take your learning

From exploring a new skill to building professional expertise, choose the learning experience that matches your goal.

Explore

Free courses

Explore a new skill and build your foundations before choosing longer training.

Best forBeginners and learners exploring a topic

  • Self-paced introductory courses
  • Foundations and selected tools
  • Free learning; certificate fees may apply
Machine Learning skills and tools
Activation FunctionsBoolean gatesChatbots
Show more skills and toolsShow less
Deep learningdeep neural networks (DNNs)Lstm

What you getUnderstand the fundamentals

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For practical skill building Build

Pro+

Develop practical skills through paid courses and applied learning.

Best forLearners ready to put skills into practice

  • Professional skill development
  • Practice and projects in selected courses
  • Course content and subscription terms vary
Machine Learning skills and tools
Decision TreesEnsemble techniquesFeature engineering
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K-means clusteringLinear RegressionLogistic Regression

What you getBuild and apply your skills

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Specialize

Certificate programs

Develop deeper expertise through structured university and institution programs.

Best forProfessionals seeking specialist training

  • Structured curriculum
  • Faculty and expert learning in selected programs
  • Credential and eligibility depend on the program
Machine Learning skills and tools
Agentic AI DeveloperAgentic AI SystemsAgentic AI Workflows
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AI Security & GovernanceAI Solutions ArchitectAI System Design & Deployment

What you getDevelop professional expertise

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Advance

Degrees

Explore university degrees for broader academic study and long-term learning goals.

Best forLearners seeking a formal university qualification

  • In-depth academic curriculum
  • Admission and study requirements
  • Qualification awarded by the university
Machine Learning skills and tools
Academic Writing & PublicationAgentic AIAI Strategy & Ethics
Show more skills and toolsShow less
Business Intelligence Using AIDeep LearningGenerative AI

What you getEarn a university degree

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  1. ExploreUnderstand
  2. BuildApply
  3. Get certifiedDevelop expertise
  4. TransformEarn a degree
View full comparisonHide full comparison
Compare learning, practice, tools, guidance, and credentials. Features vary by course and program.
Learning experienceExplore
Free courses		Build
Pro+		Specialize
Certificate programs		Advance
Degrees
Learn
Foundational knowledge✓✓✓✓
Advanced curriculum—✓✓✓
Structured learning—✓✓✓
Curriculum designed and delivered by faculty——✓✓
Practice
Exercises✓✓✓✓
Hands-on projectsLimited✓✓✓
Capstone / advanced project—Selected✓✓
Tools, AI & agents
Learn industry-relevant toolsSelected✓✓✓
Hands-on tool practiceBasic✓✓✓
Use tools in projectsLimited✓✓✓
Generative AI toolsSelected✓✓✓
AI coding tools—SelectedSelectedSelected
Build with AI agents—SelectedSelectedSelected
Agent frameworks & SDKs—SelectedSelectedSelected
Example tools & technologiesChatGPT, Python, Excel, SQLChatGPT, Python, Power BI, Tableau, Gemini, ClaudeChatGPT, Claude, Gemini, LangGraph, CrewAI, OpenAI Agents SDK, Google ADK, DatabricksPython, PyTorch, Hugging Face, LangGraph, LlamaIndex, Databricks, Snowflake, dbt
Get guidance
AI learning support—✓SelectedSelected
Expert / industry mentors——✓✓
Faculty-led learning——✓✓
Prove your skills
Great Learning certificateOptional✓——
University / institution credential——✓—
University degree———✓
Advance your career
Career guidance—LimitedSelectedSelected
Interview / profile support——SelectedSelected
Peer network——✓✓

This comparison describes Great Learning's broader learning formats, not every course in this skill. Tools, technologies, projects, credentials, faculty access, and career services vary by course, program, specialization, and region. Check the program details for included features. Free course access does not include a free certificate.

How to choose your Machine Learning training

New to Machine Learning?

New to Machine Learning? Learn regression and classification through introductory courses before choosing more specialized training.

Explore free Machine Learning courses →

Want to develop practical Machine Learning skills?

Train models that recognize patterns in data, make predictions, and support better decisions. Develop hands-on skills in regression and classification.

Find hands-on training →

Using Machine Learning at work?

Train models that recognize patterns in data, make predictions, and support better decisions. Choose training that helps you use regression and classification in your role.

Explore Machine Learning for work →

Choosing a university certificate?

Develop expertise in regression and classification through a broader university curriculum. Explore programs that connect Machine Learning to the responsibilities you want to take on.

Explore university programs →

Machine Learning insights and learner experiences

4 Best Free Machine Learning Courses for Beginners in 2026

YouTube · Great Learning

Is ChatGPT AI, Machine Learning or Deep Learning? The Real Answer

YouTube · Great Learning

Fundamentals of Machine Learning: Powering the Next Wave of Innovation

YouTube · Great Learning

Grow Your AI Career: UT Austin PG Program in AI & Machine Learning

YouTube · Great Learning

AI and Machine Learning (AI/ML) Course by UT Austin & Great Lakes - Great Learning

YouTube · Great Learning

DBA in AI & Machine Learning | Walsh College | Great Lakes Executive Learning

YouTube · Great Learning

AI & Machine Learning Course Review by Tandeep Sandhu, Solutions Directior

YouTube · Great Learning

AI & Machine Learning: Driving Real-World Impact with AI Innovations and Anthropic Claude

YouTube · Great Learning

Ultimate Machine Learning Projects with Python for Beginners in 2024

YouTube · Great Learning

Introduction to XGBoost | Machine Learning

YouTube · Great Learning

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