Search results for computer science

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

Probability - The Science of Uncertainty and Data

34 reviews

Build foundational knowledge of data science with this introduction to probabilistic models, including random processes and the basic elements of statistical inference -- Part of the MITx MicroMasters program in Statistics and Data Science.

• edX
• 16 weeks, 10-14 hours a week
• On-Demand
• Free Online Course (Audit)

• Best of All Time

Computer Architecture

6 reviews

In this course, you will learn to design the computer architecture of complex modern microprocessors. All the features of this course are available for free. It does not offer a certificate upon completion.

• Coursera
• 2 days 1 hour 38 minutes
• On-Demand
• Free Online Course (Audit)

Paradigms of Computer Programming – Fundamentals

5 reviews

This course covers functional, object-oriented, and declarative dataflow programming in a unified framework, with practical code fragments and a simple semantics.

• edX
• 6 weeks, 4-6 hours a week
• On-Demand
• Free Online Course (Audit)

Design of Computer Programs

14 reviews

Learn how to model problems, and how to optimize performance by using some of the advanced features of Python.

• Udacity
• 8 weeks
• On-Demand
• Free Online Course

Social and Economic Networks: Models and Analysis

11 reviews

Explore social and economic network modeling, formation patterns, and their impact on human behavior. Learn concepts from various disciplines to analyze network structures and their influence on diffusion and learning.

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

Computer Forensics

13 ratings at edX

Learn the process, techniques and tools for performing a digital forensics investigation to obtain data related to computer crimes.

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

Advanced Linear Models for Data Science 1: Least Squares

187 ratings at Coursera

Explore advanced linear algebra and statistics for data science, focusing on least squares regression, matrix algebra, and linear models to enhance your analytical skills and understanding.

• Coursera
• 8 hours 27 minutes
• On-Demand
• Free Online Course (Audit)

Probabilistic Graphical Models 1: Representation

18 reviews

Explore probabilistic graphical models, including Bayesian networks and Markov networks, to encode complex probability distributions for applications like medical diagnosis and speech recognition.

• Coursera
• 67 hours
• 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)

Google Cloud;  Google

Computer Vision Fundamentals with Google Cloud

538 ratings at Coursera

Learn to solve computer vision challenges using Google Cloud, from pre-built ML models to custom CNN classifiers. Hands-on practice with image classification, model optimization, and real-world applications.

• Coursera
• 18 hours 51 minutes
• On-Demand
• Free Online Course (Audit)

Paradigms of Computer Programming – Abstraction and Concurrency

5 reviews

This course covers data abstraction, state, and deterministic dataflow in a unified framework with practical code exercises.

• edX
• 6 weeks, 4-6 hours a week
• On-Demand
• Free Online Course (Audit)

Cybersecurity Fundamentals

24 reviews

Learn cybersecurity fundamentals, including how to detect threats, protect systems and networks, and anticipate potential cyber attacks.

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

• Best of All Time

Quantum Computer Systems Design I: Intro to Quantum Computation and Programming

7 ratings at edX

This course explores the basic design principles of today's quantum computer systems. In this course, students will learn to work with the IBM Qiskit software tools to write simple quantum programs and execute them on cloud-accessible quantum hardware.

• edX
• 4 weeks, 8-12 hours a week
• On-Demand
• Free Online Course (Audit)

Quantum Computer Systems Design II: Principles of Quantum Architecture

This course explores the basic design principles of today's quantum computer systems. In this course, students will learn to work with the IBM Qiskit software tools to write simple quantum programs and execute them on cloud-accessible quantum hardware.

• edX
• 4 weeks, 8-12 hours a week
• On-Demand
• Free Online Course (Audit)