AISkillsUp Learning Hub

Courses & Learning Paths

Explore structured courses, practical lessons, learning paths, technical skills, mathematics, programming, data science and artificial intelligence topics designed to help learners build knowledge step by step.

Build Skills Through Structured Learning

AISkillsUp courses are organized into broad learning categories, individual subjects and detailed lessons. You can begin with fundamental concepts and gradually move toward practical projects, advanced topics and career-focused learning paths.

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AI & Machine Learning

Learn artificial intelligence, machine learning, deep learning, generative AI, large language models, AI agents and practical AI development.

Artificial Intelligence Fundamentals

Machine Learning Fundamentals

Supervised Learning

Unsupervised Learning

Deep Learning

Neural Networks

Generative AI

Large Language Models

Natural Language Processing

Computer Vision

Reinforcement Learning

AI Agents

Prompt Engineering

MLOps

Responsible AI

AI Evaluation

Recommendation Systems

Multimodal AI

Speech AI

Edge AI

Explore AI & Machine Learning →

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Data Science

Develop skills in data analysis, visualization, analytics, predictive modeling, experimentation and real-world data-driven decision making.

Data Science Fundamentals

Data Analysis

Data Cleaning

Exploratory Data Analysis

Data Visualization

Business Analytics

Predictive Analytics

Statistical Analysis

Experimental Design

A/B Testing

Data Mining

Time Series Analysis

Customer Analytics

Product Analytics

Financial Analytics

Healthcare Analytics

Geospatial Analytics

Text Analytics

Causal Inference

Data Storytelling

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Programming & Development

Learn programming languages, web technologies, software development, APIs, version control and technical skills used in AI and modern applications.

Programming Fundamentals

Python

R Programming

SQL

JavaScript

TypeScript

HTML

CSS

Java

C++

C#

Go

Rust

Data Structures

Algorithms

Object-Oriented Programming

APIs

Web Development

Git & GitHub

Software Engineering

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Mathematics & Statistics

Build the mathematical and statistical foundation needed for artificial intelligence, machine learning, data science and advanced technical problem solving.

Mathematics Fundamentals

Arithmetic

Algebra

Linear Algebra

Calculus

Probability

Statistics

Descriptive Statistics

Inferential Statistics

Hypothesis Testing

Discrete Mathematics

Logic

Set Theory

Combinatorics

Graph Theory

Optimization

Numerical Methods

Information Theory

Mathematics for AI

Statistics for AI

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Data Engineering & Databases

Learn databases, data pipelines, ETL, cloud data systems, distributed processing and modern infrastructure used to support analytics and AI applications.

Data Engineering Fundamentals

Relational Databases

SQL Databases

NoSQL Databases

Database Design

Data Modeling

Data Warehousing

Data Lakes

Lakehouse Architecture

ETL

ELT

Data Pipelines

Workflow Orchestration

Batch Processing

Stream Processing

Big Data Engineering

Cloud Data Engineering

Data Architecture

Vector Databases

RAG Data Pipelines

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AI Career Paths

Explore structured learning paths that connect technical skills, projects, tools and practical knowledge with specific AI, data and technology careers.

AI Engineer

Machine Learning Engineer

Data Scientist

Data Analyst

AI Researcher

AI Developer

Prompt Engineer

MLOps Engineer

Data Engineer

Analytics Engineer

AI Product Manager

AI Automation Specialist

Computer Vision Engineer

NLP Engineer

LLM Engineer

Generative AI Engineer

AI Solutions Architect

AI Consultant

AI Portfolio Building

AI Interview Preparation

How AISkillsUp Learning Paths Work

Each learning category is organized from broad knowledge areas to specific subjects and individual lessons so learners can gradually build knowledge and practical skills.

1

Level 1

Explore broad learning categories such as Artificial Intelligence, Data Science, Programming and Mathematics.

2

Level 2

Select a specific subject and follow its structured collection of concepts, guides and learning resources.

3

Level 3

Learn individual lessons, tutorials, projects and advanced topics step by step.

Coming Soon This learning category is currently being prepared and will be available as AISkillsUp courses are published.