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Packtpub - Mathematical Foundation for AI and Machine Learning
English | Size: 1.81 GB
Category: E-learning | others

Artificial Intelligence has gained importance in the last decade with a lot depending on the development and integration of AI in our daily lives. The progress that AI has already made is astounding with innovations like self-driving cars, medical diagnosis and even beating humans at strategy games like Go and Chess. The future for AI is extremely promising and it isn’t far from when we have our own robotic companions. This has pushed a lot of developers to start writing codes and start developing for AI and ML programs. However, learning to write algorithms for AI and ML isn’t easy and requires extensive programming and mathematical knowledge. Mathematics plays an important role as it builds the foundation for programming for these two streams. And in this course, we’ve covered exactly that. We designed a complete course to help you master the mathematical foundation required for writing programs and algorithms for AI and ML.
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Category: Tutorial
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Packtpub - Hands-on NLP with NLTK and Scikit-learn
English | Size: 716.44 MB
Category: Programming | E-learning | others

There is an overflow of text data online nowadays. As a Python developer, you need to create a new solution using Natural Language Processing for your next project. Your colleagues depend on you to monetize gigabytes of unstructured text data. What do you do?
Hands-on NLP with NLTK and scikit-learn is the answer. This course puts you right on the spot, starting off with building a spam classifier in our first video. At the end of the course, you are going to walk away with three NLP applications: a spam filter, a topic classifier, and a sentiment analyzer. There is no need for fancy mathematical theory, just plain English explanations of core NLP concepts and how to apply those using Python libraries.Taking this course will help you to precisely create new applications with Python and NLP. You will be able to build actual solutions backed by machine learning and NLP processing models with ease.
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Category: Tutorial
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Packtpub - Building Serverless Applications with Spring and AWS
English | Size: 676.24 MB
Category: Programming | Cloud-Comp | E-learning | others

Removing the concept of a “server” from your application is huge. Cloud-based infrastructure was a game changer for software development and serverless architectures is the next step in that evolution. Building serverless applications means that your developers can focus on their core product instead of worrying about managing and operating servers or runtimes, either in the cloud or on-premises. Many companies have started adopting serverless architecture for their applications to save costs and improve scalability. This course demonstrates a key strength of serverless computing in AWS using Spring.
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Category: Tutorial
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Packtpub - Cryptocurrency Investing: How To Find Undervalued Altcoins
English | Size: 609.21 MB
Category: E-learning | others

The instructor will walk you through the exact process he does every week to discover new coins that might provide incredible gains in the future. There are a number of strategies, websites and methods presented in this course that you can leverage when doing your own research on potentially great cryptocurrency investments in the future. This course is for someone who already owns cryptocurrency, or may have just finished one of our beginners courses on investing in cryptocurrency. It can take a very long time to research and analyze all of the information available, for the over 1500 cryptocurrencies and ICO’s.
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Category: Tutorial
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Packtpub - Hands-on Serverless Computing with Go
English | Size: 608.18 MB
Category: Programming | Cloud-Comp | E-learning | others

Save time and resources by building applications with Golang and deploying them to AWS Lambda

Our course will help you make your application serverless with Amazon Web Services (AWS). Save time, effort, and cost by removing the need to manage your own servers while still writing your code in Go. You will first be introduced to AWS, then to writing Lambda functions in Go and using them to access the various AWS services.
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Category: Tutorial
Packtpub - Practical HTML and CSS [Video] [2018, ENG]
Packtpub - Practical HTML and CSS [Video] [2018, ENG] | 1.65 GB

Tech skills such as HTML and CSS will always be in demand, which makes finding skilled, quality web developers time-consuming and costly. By learning everything you need to know to get started with HTML and CSS, you can save yourself time and money and give yourself a highly marketable skill.
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Category: Tutorial
Packtpub - MySQL 8 Recipes [Video] [2017, ENG]
Packtpub - MySQL 8 Recipes [Video] [2017, ENG] | 603 MB
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Category: Tutorial
Packtpub - AJAX API Exercise Crypto Currency Data Application [Video] [2018, ENG]
Packtpub - AJAX API Exercise Crypto Currency Data Application [Video] [2018, ENG] | 1.36 GB

This is the perfect course for beginners to learn more about connecting to web endpoints, handling CORS errors, different options for HTTP requests, handling data, and iterating through it to output within a web format.
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Category: Tutorial
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Packtpub - Create Augmented Reality Apps Using Vuforia 7 In Unity
English | Size: 4.04 GB
Category: Tutorial

Do you want to learn the new augmented reality in Unity SDK? Are you not satisfied with poor tracking algorithms and the limitations of the ARtoolkit or other AR SDK's? Or are you new to Vuforia 7 SDK? This course will teach you all the fundamentals of augmented reality in the shortest time so that you can get started developing your own augmented reality apps. This class covers these capabilities, including getting started, simple and multiple target detection, smart terrain as well as leap motion integration. You will learn all the fundamentals through practice as you follow along with the training. Applications of augmented reality:- AR business cards- AR Gaming- Entertainment- Medical - Military- Industrial and domestic maintenance - Navigation- Advertising and promotional content
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Category: Tutorial
Packtpub C++17 STL Solutions [2018, ENG]
Packtpub C++17 STL Solutions [2018, ENG] | 1.08 GB

solve many problems. The upcoming version of C++ will see programmers change the way they code. If you want to grasp the practical usefulness of the C++17 STL in order to write smarter, fully portable code, then this course is for you.
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