What’s AIOps & Why AIOps? Digital Transformation Delivers Change at Scale Just about every enterprise right now is going through some sort of digital transformation. For most, it’s about surviving, for many, it’s about disrupting and leading. Software and user experience (UX) are the new competitive edge. Managing availability and performance is now a matter…

This roadmap aims to give a complete picture of the modern data engineering landscape and serve as a study guide for aspiring data engineers. Note to beginners Beginners shouldn’t feel overwhelmed by the vast number of tools and frameworks listed here. A typical data engineer would master a subset of these tools throughout several years depending on his/her company and career choices.

180 Machine learning Project: is.gd/MLtyGk 12 Machine learning Object Detection: is.gd/jZMP1A 20 NLP Project with Python: is.gd/jcMvjB 10 Machine Learning Projects on Time Series Forecasting: is.gd/dOR66m 20 Deep Learning Projects Solved and Explained with Python: is.gd/8Cv5EP 20 Machine learning Project: is.gd/LZTF0J 30 Python Project Solved and Explained: is.gd/xhT36v Machine learning…

CS 223A — Introduction to Robotics, Stanford University 6.832 Underactuated Robotics — MIT OCW CS287 Advanced Robotics at UC Berkeley Fall 2019 — Instructor: Pieter Abbeel CS 287 — Advanced Robotics, Fall 2011, UC Berkeley (Videos) CS235 — Applied Robot Design for Non-Robot-Designers — Stanford University Lecture: Visual Navigation for…

Introduction to Machine Learning MOOC Machine Learning Andrew Ng — Coursera/Stanford (Notes) Introduction to Machine Learning for Coders MOOC — Statistical Learning, Stanford University Foundations of Machine Learning Boot Camp, Berkeley Simons Institute CS155 — Machine Learning & Data Mining, 2017 — Caltech (Notes) (2016) CS 156 — Learning from Data, Caltech 10–601 —…

PowerToys Run utility PowerToys Run is a quick launcher for power users that contains some additional features without sacrificing performance. It is open source and modular for additional plugins. Color Picker utility A system-wide color picking utility for Windows 10 that enables you to pick colors from any currently running application and automatically copies it in…

In addition to the global outbreak of a Coronavirus, one of the most memorable stuff in 2020 is Donald Trump, who is governing the country on Twitter. Obviously, the tweets don’t help to prevent the virus, but they do trigger lots of fluctuation on the US stock market. So, is…

If you’re wondering if your project is “graphy” and how to get started with graph data science (GDS), this chapter can help. …

In this chapter, we walk you through an example of applying graph data science (GDS) techniques to investigate and predict financial fraud. After we familiarize you with a sample financial transaction dataset, we then remove the outlier information that may skew your results and identify suspicious clusters of clients. After…