University of California, San Diego Courses

Python for Data Science

48 reviews

Learn to use powerful, open-source, Python tools, including Pandas, Git and Matplotlib, to manipulate, analyze, and visualize complex datasets.

• edX
• 10 weeks, 8-10 hours a week
• On-Demand
• Free Online Course (Audit)

• Best of All Time

Introduction to Big Data

34 reviews

Explore Big Data fundamentals, including key concepts, applications, and the Hadoop framework. Learn to identify Big Data problems and extract value using a 5-step analysis process.

• Coursera
• 18 hours 15 minutes
• On-Demand
• Free Online Course (Audit)

Probability and Statistics in Data Science using Python

32 reviews

Using Python, learn statistical and probabilistic approaches to understand and gain insights from data.

• edX
• 10 weeks, 10-12 hours a week
• On-Demand
• Free Online Course (Audit)

Hadoop Platform and Application Framework

25 reviews

Explore big data tools like Hadoop and Spark, gaining hands-on experience with Map-Reduce and HDFS. Learn to analyze large datasets and understand the core concepts of distributed computing frameworks.

• Coursera
• 1 day 1 hour 32 minutes
• On-Demand
• Free Online Course (Audit)

Algorithmic Toolbox

23 reviews

Master algorithmic techniques for efficient problem-solving: sorting, searching, divide-and-conquer, greedy algorithms, and dynamic programming. Gain practical skills in designing and implementing fast, effective solutions.

• Coursera
• 1 day 16 hours 3 minutes
• On-Demand
• Free Online Course (Audit)

Finding Hidden Messages in DNA (Bioinformatics I)

18 reviews

Explore DNA's hidden messages using computational biology. Learn algorithms to identify replication origins and molecular clocks in bacterial genomes. Apply motif-finding software to real biological data.

• Coursera
• 16 hours
• On-Demand
• Free Online Course (Audit)

Object Oriented Programming in Java

16 reviews

Explore object-oriented programming in Java through data visualization. Learn GUI creation, inheritance, event handling, and fundamental algorithms while building an interactive map project.

• Coursera
• 1 day 15 hours 23 minutes
• On-Demand
• Free Online Course (Audit)

Data Structures

16 reviews

Explore fundamental data structures, algorithms, and their implementations. Learn efficient techniques for managing and manipulating data, from basic arrays to advanced tree structures and hash tables.

• Coursera
• 22 hours 39 minutes
• On-Demand
• Free Online Course (Audit)

Machine Learning With Big Data

14 reviews

Explore, analyze, and leverage big data using machine learning techniques. Learn to design approaches, prepare data, construct models, and scale solutions using open-source tools and Spark.

• Coursera
• 20 hours 6 minutes
• On-Demand
• Free Online Course (Audit)

Biology Meets Programming: Bioinformatics for Beginners

11 reviews

Learn Python programming through bioinformatics, solving real biological problems and implementing algorithms. Ideal for beginners interested in computational biology and DNA analysis.

• Coursera
• 19 hours
• On-Demand
• Free Online Course (Audit)

Machine Learning Fundamentals

8 reviews

Understand machine learning's role in data-driven modeling, prediction, and decision-making.

• edX
• 10 weeks, 8-10 hours a week
• On-Demand
• Free Online Course (Audit)

Our Energy Future

7 reviews

Explore energy production, utilization, and sustainability from multiple perspectives, including biology, engineering, economics, and climate science. Gain insights into renewable sources and their global impact.

• Coursera
• 37 hours
• On-Demand
• Free Online Course (Audit)

Human-Centered Design: an Introduction

6 reviews

Aprenda técnicas de prototipagem rápida e avaliação de interfaces para criar tecnologias centradas no usuário. Desenvolva habilidades em design thinking, pesquisa de campo e prototipagem de baixa fidelidade para projetos de design de interação.

• Coursera
• 14 hours
• On-Demand
• Free Online Course (Audit)

Data Structures and Performance

6 reviews

Explore data structures and algorithms for efficient handling of large datasets. Learn asymptotic analysis, linked lists, trees, and hashtables to improve program performance and flexibility.

• Coursera
• 1 day 17 hours 34 minutes
• On-Demand
• Free Online Course (Audit)

Computer Graphics

6 reviews

Learn to create images of 3D scenes in both real-time and with realistic ray tracing in this introductory computer graphics course.

• edX
• 6 weeks, 6-12 hours a week
• 21st Aug, 2018
• Free Online Course (Audit)