Over the past few months, I have been collecting AI cheat sheets. From time to time I share them with friends and colleagues and recently I have been getting asked a lot, so I decided to organize and share the entire collection. To make things more interesting and give context, I added descriptions and/or excerpts for each major topic.This is the most complete list and the Big-O is at the very end, enjoy… >>> Update: We have recently redesigned these cheat sheets into a Super High Definition PDF. Check them out below: Downloadable: Cheat Sheets for AI, Neural Networks, Machine Learning, Deep Learning & Data Science… Neural Networks >>> If you like this list, you can let me know here.<<< Neural Networks Graphs Ultimate Guide to Leveraging NLP & Machine Learning for your Chatbot Machine Learning Overview Machine Learning: Scikit-learn algorithm This machine learning cheat sheet will help you find the right estimator for the job which is the most difficult part. The flowchart will help you check the documentation and rough guide of each estimator that will help you to know more about the problems and how to solve it. Scikit-Learn Scikit-learn (formerly scikits.learn ) is a free software machine learning library for the Python programming language. It features various classification , regression and clustering algorithms including support vector machines , random forests , gradient boosting , k-means and DBSCAN , and is designed to interoperate with the Python numerical and scientific libraries NumPy and SciPy . MACHINE LEARNING : ALGORITHM CHEAT SHEET This machine learning cheat sheet from Microsoft Azure will help you choose the appropriate machine...
With the launch of React Native 0.6 just a couple of months ago the cross-platform developers got a solid boost. Developers of the React Native app development and other companies with a focus on cross-platform app building had reasons to feel overjoyed. Now, they have more reasons to feel happy. NativeScript 6.0 version is just released. The framework which has already cut a niche reputation for its cross-platform lean coding capability is now updated with a lot of productivity-boosting elements. The new release of NativeScript is endowed with a lot of valuable cross-platform development features to ensure optimum productivity. Here through the length of this post, we are going to explain some of the key features of NativeScript 6.0, the latest updated version of the framework. NativeScript AppSync Fast-paced development is something any new update of software development framework should now be aimed at. The ideal framework update will always come with quick fixes that give your app more potential for business conversion is the key. There are several factors that remain out of control in mobile app development, like the approval of an app in the respective store or when the latest update will be availed by the users. So, to make update automatically available is something that every app developer wants to achieve. To mitigate this gap between app launch and app update, now there is a new beta service with the NativeScript 6.0 and it is called “NativeScript AppSync”. This feature will help the developers to update the latest version of the app instantly and almost in real-time. This will take of those grey areas that...
It’s true; the future of cyber security is AI. It’s advancing daily, and eventually, all antivirus and general security protection will be provided by AI-enabled analysis. But we’re some way off this yet, and despite advances, AI is only one element in building our security defences against future cyber threats. It is important to take a risk and business-centric approach to gathering and examining threat intelligence and making informed decisions on this at Board level. Risks to an organisation can emerge despite having made significant investment in security controls. We can become complacent once that initial investment has been made and forget that buying a tool is the beginning, and not the end, of the journey. SIEM products provide the best example of this. So, we have a big tick on the spreadsheet next to ‘security’, but does it really mean that the organisation’s defence is any better? The effectiveness of the product is conditional upon the organisation’s depth of expertise in being able to tune the solution to the specific and properly defined protective security monitoring objectives. It’s rare that organisations have the necessary in-house skills to be able to do this and if they do, you can be sure they will be ‘headhunted’ before too much longer. This complacency, of just investing in software and thinking that it will meet all our requirements ‘out of the box’ rather than understanding potential threats and how the product can help us to manage these, is likely to be leaving your organisation open to attack. About the author Neil Kell is the Director of Evolve Secure Solutions, part of the...
Learning web development is intimidating. There are so many resources and tutorials that it can quickly seem overwhelming. It’s often difficult for beginners to web development to learn the best practices and technologies to focus on. So we’re going to examine six common mistakes that beginners make and how they can be avoided. By learning how to avoid these six mistakes, you’ll be on the road to impressing potential employers and getting your first job. Relying On jQuery jQuery is a JavaScript library which creates a layer of abstraction for DOM manipulation, event handling, animations, and more. Many developers begin their journey into front-end start with the misconception that jQuery is an easier version of JavaScript. What most fail to realize is that jQuery not be a replacement for JavaScript, and relying on it can have severe implications on your ability to thrive as a front-end developer. Many employers may even see jQuery as an impediment to a candidate, because it can show a lack of understanding of core JavaScript concepts. Thus, if you choose to learn jQuery, you must not use it as a crutch for adding behavior to your web applications. Recommendation: Learn JavaScript like the back of your hand. Kyle Simpson has a ton of great (and free) online books for learning the ins-and-outs of JavaScript. Relying On JavaScript Frameworks & Libraries React, Vue, Angular, and more! These are some of the hot frameworks and libraries in the JavaScript community right now. While knowledge of, and ability to work with, popular JavaScript frameworks and libraries are marketable skills to have, you must also have a good...
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