Hebrew University of Jerusalem

Build a Modern Computer from First Principles: From Nand to Tetris

Logic Gates Computer Architecture Assembly Languages Hardware Description Language (HDL) Data Structures Compiler Construction Operating Systems

The best way to understand how computers work is to build one from scratch, and this course leads you through twelve chapters and projects that gradually build a basic hardware platform and a modern software hierarchy from the ground up. In the process, you gain hands-on knowledge of hardware architecture, operating systems, programming languages, compilers, data structures, algorithms, and software engineering.

Certificates: Part 1, Part 2

Stanford University

Machine Learning

Linear Regression Gradient Descent Logistic Regression Regularization Artificial Neural Network Backpropagation Support Vector Machines K-means Principal Component Analysis Anomaly Detection Octave

This course is taught by Andrew Ng, an AI visionary who has led critical research at Stanford University and groundbreaking work at Google Brain, Baidu, and Landing.AI to advance the AI field. It provides a broad introduction to modern machine learning, including supervised learning, unsupervised learning, and some of the best practices used for artificial intelligence and machine learning innovation.

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Certified Secure

Web Security Specialist

The certification guarantees understanding of Javascript Authentication, Identifier Based Authentication, Cross Site Scripting, Command/SQL Injection, PHP Uploads, Cross Site Request Forgery and Password Guessing.

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University of California, Davis

Identifying Security Vulnerabilities in C/C++Programming

Least Privilege Fail-Safe Defaults Threat Modeling STRIDE Users and Priviliges UIDs and GIDs Environments Variables Buffer Overflows Numeric Overflows Race Conditions File Access Formal Programming C/C++

These three courses introduce you to the principles of secure programming. It begins by discussing the philosophy and principles of secure programming, and then presenting robust programming and the relationship between it and secure programming. Identify problems with privilege, trusted environments, input validation, files & sub-processes, overflows, asynchronicity, and randomness in C/C++.

Certificates: Part 1, Part 2, Part 3