business

Learn what it takes to build a successful startup using the Customer Development process, where entrepreneurs "get out of the building" to gather and iterate on feedback.

How to Build a Startup

programming and development

Get started writing Python with this introductory course.

Introduction to Python Programming

artificial intelligence

This class will teach you the end-to-end process of investigating data through a machine learning lens, and you'll apply what you've learned to a real-world data set.

Intro to Machine Learning

data science

Get ready to analyze, visualize, and interpret data! Thought-provoking examples and chances to combine statistics and programming will keep you engaged and challenged.

Intro to Statistics

This course will introduce you to the basics of AI. Topics include machine learning, probabilistic reasoning, robotics, computer vision, and natural language processing.

Intro to Artificial Intelligence

product management

Learn product validation, UI/UX practices, Google’s Design Sprint and the process for setting and tracking actionable metrics.

Product Design

Taking this course will provide you with a basic foundation in Java syntax. You’ll learn to create conditional statements, functions, and loops to process information and solve problems. 

Intro to Java: Functional Programming

Learn how to execute core SQL commands to define, select, manipulate, control access, aggregate, and join data and data tables. Understand when and how to use subqueries, several window functions, and partitions to complete complex tasks. Clean data, optimize SQL queries and write select advanced JOINs to enhance analysis performance. 

SQL for Data Analysis

Explore a variety of datasets, posing and answering your own questions about each. You'll be using the Python libraries NumPy, Pandas, and Matplotlib.

Intro to Data Analysis

Learn the fundamentals of JavaScript syntax. Explore JavaScript fundamentals by learning how to define variables and use data types to represent data in your code.

Intro to JavaScript

Dive into deep learning with this practical course on TensorFlow and the Keras API. Gain an intuitive understanding of neural networks without the dense jargon. Learn to build, train, and optimize your own networks using TensorFlow. The course also introduces transfer learning, leveraging pre-trained models for enhanced performance. Designed for swift proficiency, this course prioritizes hands-on learning and real-world applications.

Intro to TensorFlow for Deep Learning

This class will give you an introduction to the design and analysis of algorithms, enabling you to analyze networks and discover how individuals are connected.

Intro to Algorithms

Learn to architect and develop Android apps in the Kotlin programming language using industry-proven tools and libraries. Create apps in less time, writing less code, with fewer errors.

Developing Android Apps with Kotlin

Introduction to HTML and CSS

autonomous systems

Learn how to program all the major systems of a robotic car. Topics include planning, search, localization, tracking, and control.

Artificial Intelligence for Robotics

In this short course, learn the fundamentals of MapReduce and Apache Hadoop to start making sense of Big Data in the real world!

Intro to Hadoop and MapReduce

This course covers the essentials of using the version control system Git. You'll be able to create a repo, commit changes, review the history of commits, work with branches, and undo mistakes.

Version Control with Git

Kotlin Bootcamp for Programmers

Build Native Mobile Apps with Flutter

Learn and practice strategies for developing websites that look great on every device! Made with Google's Pete LePage.

Responsive Web Design Fundamentals

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

Design of Computer Programs

In this course, you'll learn how to apply Supervised, Unsupervised and Reinforcement Learning techniques for solving a range of data science problems.

Machine Learning

Implement machine learning based strategies to make trading decisions using real-world data.

Machine Learning for Trading

This is a design course made for developers. You'll learn UX design skills which will help you make 5-star mobile apps that your users will love.

UX Design for Mobile Developers

Executive Leadership

cybersecurity

cloud computing

Career resources

Data pipeline dags

Azure pipelines

Data pipeline maintenance

Data pipeline creation

Azure Data Factory

Hyperparameter tuning

Professional presentations

Decision trees

Logistic regression

Spam detection

Linear regression

Quantitative data visualization

Support vector machines

Chart types

Model evaluation

Statistical modeling fundamentals

Categorical data visualization

Perceptron

scikit-learn

Convolutional kernels

Naive bayes classifiers

Ides

R syntax

Data structures

R function definition

Control flow in r

R data structures

Duet AI

Product management basics

Intrusion detection systems

Security information and event management

Cybersecurity incident response playbooks

Network traffic capture

Splunk

Cybersecurity incident remediation

Logging

Snort ids

Data fluency

Security architecture fundamentals

Cybersecurity risk management

Patch management

Cybersecurity business context

Email security

Threat intelligence

Cis controls

Data privacy regulations

Identity and access management fundamentals

Cybersecurity fluency

Exploit detection

Vulnerability management

Cybersecurity regulations and standards

Nist cybersecurity framework

Cybersecurity governance

File i/o

Test-driven development

Typescript typing

Express web framework

Prettier

Typescript exception handling

Jasmine

Typescript async/await

Unit testing

JavaScript package management

Typescript promises

API testing

JavaScript event loop

Typescript syntax

Eslint

NodeJS

Typescript setup

Asynchronous JavaScript

Vulnerability assessment

Owasp

Cryptography

Threat modeling

Cybersecurity resource fluency

Application security best practices

Public key infrastructure

Cybersecurity compliance

Cybersecurity standards fluency

Public key certificates

Data encryption

Authentication

Report writing

Cybersecurity controls

Cybersecurity strategy

Non-repudiation

Cia triad

Security auditing

Cybersecurity grc

Hashing

Authorization

Prompt Engineering

Zero shot learning

Feature extraction

Alexa skill deployment

Voice user interfaces

Alexa skill creation

Speech recognition

Image generation

all free Programs

all free Programs