Introduction to Machine Learning

About this Course 146,612 recent views This course will provide you a foundational understanding of machine learning models (logistic regression, multilayer perceptrons, convolutional neural networks, natural language processing, etc.) as well as demonstrate how these models can solve complex problems in a variety of industries, from medical diagnostics to image recognition to text prediction. In addition, we have designed practice exercises that will give you hands-on experience implementing these data science models on data sets. These practice exercises will teach you how to implement machine learning algorithms with PyTorch, open source libraries used by leading tech companies in the machine learning field (e.g., Google, NVIDIA, CocaCola, eBay, Snapchat, Uber and many more). Simple Introduction to Machine Learning The focus of this module is to introduce the concepts of machine learning with as little mathematics as possible. We will introduce basic concepts in machine

Be A White Hat Hacker and Pen Tester

Be A White Hat Hacker and Pen Tester About this Course Become a white hat hacker and learn all the practical techniques for penetration testing with this amazing course which will provide conceptual framework to your security training. The course not only covers theoretical concepts but cover the practical demonstrations of various tools like Metasploit , Scapy and WireShark. The course is divided into the following main sections: Ethical Hacking Concepts -What is Ethical Hacking? Know about different types of hackers. Get to know about hacktivism and practical pen testing techniques Real World Information Gathering -Learn about foot printing and reconnaissance, Email harvesting, Learn and master SSL scan, Maltego, Whatweb, HttpRecon. Work on techniques like IP address geolocation, DNS and Mail Server Enumeration Scanning and Vulnerability Gathering -Learn to use scapy for packet crafting and port scanning, Learn to use network scanning techniques and work on vulnerability