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Data Analysis & Mathematics

Data Science

In today’s interconnected world, advanced descriptive, predictive and prescriptive analytics drive innovation. Master these powerful skills in our data-science courses.

Innovation through advanced data-driven intelligence

UC San Diego Extended Studies data-science courses teach you the most powerful tools and techniques available to extract actionable information. Learn to prepare large datasets for effective data mining, analyze spatial data using GIS, build and train predictive models, or leverage powerful machine-learning algorithms in our online and in-person data analytics courses, workshops and boot camps.

Data Science Courses

Classroom type:
Live Online
In-Person
Online
Hybrid
CSE-X413.49

Artificial Intelligence for Finance

Apply AI, machine learning, and generative AI to real-world finance challenges and smarter decision-making.

Units
3.00
Cost
$775.00
CSE-X414.15

Building Agentic AI Systems

Learn how to build agentic AI systems using CrewAI and LangGraph. Design intelligent agents with planning, memory, and multi-agent workflows to...

Units
3.00
Cost
$745.00
Typically Offered
Winter, Summer
CSE-X414.14

Building Machine Learning Systems with Python

Gain practical experience in building machine learning systems with Python. Learn AI, deep learning, NLP, and real-world applications to advance...

Units
3.00
Cost
$745.00
Typically Offered
Winter, Summer
CSE-X412.04

Data Analytics Using Python

Units
3.00
Cost
$750.00
CSE-X413.08

Data Science with R

Units
3.00
Cost
$745.00
CSE-X413.24

Data Visualization using R

Units
3.00
Cost
$745.00
CSE-X413.12

Deep Learning Using TensorFlow

Learn deep learning with TensorFlow and PyTorch. Build neural networks for image recognition and NLP using CNNs, RNNs, and Transformers with...

Units
3.00
Cost
$775.00
Typically Offered
Fall, Spring
CSE-X412.43

Discrete Math: Problem Solving for Engineering, Programming, & Science

Units
3.00
Cost
$750.00
Typically Offered
Fall, Winter, Spring, Summer
CSE-X412.58

Fundamentals of Data Science

Learn the fundamentals of data science, machine learning, and Python. Build skills in data analysis, model development, and real-world data mining...

Units
3.00
Cost
$750.00
Typically Offered
Fall, Spring
ECE-X402.72

GIS Capstone Project

Units
3.00
Cost
$800.00
Typically Offered
Fall, Spring
CSE-X409.91

GIS I: Introduction to GIS

Units
3.00
Cost
$775.00
Typically Offered
Fall, Winter, Spring, Summer
ECE-X402.46

GIS II: Spatial Analysis

Units
3.00
Cost
$800.00
Typically Offered
Fall, Winter, Spring, Summer
CSE-X413.93

GIS III: Web GIS

Units
3.00
Cost
$800.00
Typically Offered
Fall, Spring
ECE-X402.48

GIS IV: 3-D Display and Analysis of Spatial Data

Units
3.00
Cost
$775.00
Typically Offered
Winter, Summer
CSE-X413.88

Introduction to Deep Learning for Computer Vision

Learn deep learning for computer vision. Build and train neural networks and CNN models for image recognition, video analysis, and real-world AI...

Units
3.00
Cost
$850.00
Typically Offered
Fall, Winter, Spring, Summer
CSE-X410.97

Introduction to R Programming

Units
3.00
Cost
$745.00
CSE-X411.98

Introduction to Statistics using R

Units
3.00
Cost
$745.00
CSE-X413.43

Intuitive Learning of Quantum Computing

Learn quantum computing concepts without advanced math. Explore quantum phenomena, Qiskit hands-on labs, and real-world business applications of...

Units
3.00
Cost
$775.00
Typically Offered
Fall, Winter
CSE-X412.87

Linear Algebra for AI

Learn linear algebra for machine learning and neural networks. Master matrices, vectors, PCA, gradient descent, and TensorFlow through hands-on...

Units
3.00
Cost
$795.00
Typically Offered
Fall, Winter, Spring, Summer
CSE-X413.44

Natural Language Processing

Learn Natural Language Processing with Python. Build NLP models using embeddings, RNNs, LSTMs, and transformers for real-world text analysis and AI...

Units
3.00
Cost
$795.00
Typically Offered
Winter, Summer
CSE-X414.03

No-Code AI Toolkit

Learn artificial intelligence and machine learning without coding. Build, train, and deploy AI models using no-code tools for real-world business...

Units
3.00
Cost
$775.00
Typically Offered
Fall, Winter, Summer
CSE-X413.96

Practical R for the Pharmaceutical Industry

Units
2.00
Cost
$495.00
CSE-X413.11

Practicum for Deep Neural Networks

Learn deep neural networks with hands-on practice. Build CNNs, RNNs, and Transformers for image recognition, NLP, and generative AI using TensorFlow.

Units
3.00
Cost
$775.00
Typically Offered
Winter, Summer
CSE-X413.05

Probability and Statistics for AI

Learn probability and statistics for deep learning and generative AI. Master distributions, Bayesian learning, entropy, and TensorFlow to build...

Units
3.00
Cost
$795.00
Typically Offered
Fall, Winter, Spring
CSE-X412.25

Python for Informatics

Units
3.00
Cost
$725.00
CSE-X414.02

Responsible AI: Transparency, Accountability, Explainability and Privacy

Units
3.00
Cost
$775.00
Typically Offered
Fall, Winter, Summer
CSE-X412.64

Statistics for Data Analytics

Units
3.00
Cost
$675.00
CSE-X412.60

User Experience (UX) Metrics

Units
3.00
Cost
$725.00