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

Learn to model social and economic networks and their impact on behavior. Explore network formation, diffusion, learning, and more. Stanford University.

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

Advanced Linear Models for Data Science 1: Least Squares

184 ratings at Coursera

Learn advanced linear models for data science with a focus on least squares in this 6-week course by Johns Hopkins University. Requires knowledge of R programming.

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

Computer Forensics

7 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)

Probabilistic Graphical Models 1: Representation

18 reviews

Learn how to represent complex probability distributions using Probabilistic Graphical Models. This Stanford University course covers Bayesian Networks, Markov Networks, and their practical applications. Duration: 5 weeks.

• 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

535 ratings at Coursera

Explore computer vision use cases and machine learning strategies with Google Cloud. Learn to build and optimize image classification models, improve accuracy, and handle practical issues.

• 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

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)