beginner


Deep Learning Book Series · Introduction

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Graphical representation is also very helpful to understand linear algebra. I tried to bind the concepts with plots (and code to produce it). The type of representation I liked most by doing this series is the fact that you can see any matrix as linear transformation of the space. In several chapters we will extend this idea and see how it can be useful to understand eigendecomposition, Singular Value Decomposition (SVD) or the Principal Components Analysis (PCA). In addition, I noticed that creating and reading examples is really helpful to understand the theory. It is why I built Python notebooks.


Detect Fraud and Predict the Stock Market with TensorFlow

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Learn to use Python Artificial Intelligence for data science. Do you want to learn how to use Artificial Intelligence (AI) for automation? You will learn how to code in Python, calculate linear regression with TensorFlow, analyze credit card fraud and make a stock market prediction app. AI is code that mimics certain tasks. You can use AI to predict trends like the stock market.


A Beginner's Guide to Big Data Terminology - Dataconomy

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Big Data includes so many specialized terms that it's hard to know where to begin. Make sure you can talk the talk before you try to walk the walk. Data science can be confusing enough without all of the complicated lingo and jargon. For many, the terms NoSQL, DaaS and Neural Networking instill nothing more than the hesitant thought, "this sounds data-related." It can be difficult to tell a mathematical term from a proper programming language or a dystopian sci-fi world.


The Beginner's Guide to Artificial Intelligence in Unity.

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Do your non-player characters lack drive and ambition? Are they slow, stupid and constantly banging their heads against the wall? Then this course is for you. Join Penny as she explains, demonstrates and assists you to create your very own NPCs in Unity with C#. All you need is a sound knowledge of Unity, C# and the ability to add two numbers together.


The Beginner's Guide To Understanding Machine Learning For Businesses - Experfy Insights

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As big data gradually comes into play in the world of business, machine learning has become one of the most important tools for companies to solve various kinds of problems. Firms across various industries are all trying to incorporate this rising technique into their business and get a competitive edge in understanding their consumers better. In fact, Google, Apple, Facebook and other major tech firms have been in a race to acquire AI startups focusing on machine learning. In May 2017, Apple acquired a California-based startup Lattice.io for around $200 million. The startup specialized in using machine learning techniques to make "dark data" machine readable.


Boost your data science skills. Learn linear algebra.

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This chapter is mainly on the dot product (vector and/or matrix multiplication). We will also see some of its properties. Then, we will see how to synthesize a system of linear equations using matrix notation. This is a major process for the following chapters.


Beginner's Guide to Building a Chatbot: with some help from Leighton Cusack

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Previously, I wrote about my experience with Len, a bot created to deliver daily encouragement and reflection during the season of Lent. Rarely has a simple product caused so much reflection, excitement, and forward-thinking. Shortly after using Len I started researching, and eventually experimenting with bots -- nothing serious, just dabbling here and there -- and was quickly overwhelmed with its complexity and constant evolution. Every week, new articles are released with the latest tips for bot creation, case studies, statistics, recommendations on platforms, and features. To make sense of it all, I turned to Leighton Cusack, a good friend and creator of Len, the first bot I used.


Deep learning & neural networks in pytorch for beginners

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Get your team access to Udemy's top 2,500 courses anytime, anywhere. You make a great decision to join. Artificial intelligence (AI) is the hottest topic currently out there - no doubt about that. Neural networks in particular have seen a lot of attention and they will be used everywhere -self driving cars, predictions in finance and sales forecasts - everywhere and across all industries. To be successful in the working world of tomorrow we have to expose ourselves to this interesting topic - and from my personal experience - coding your own neural network is the best way to understand how they work.


The Ultimate Unity Games & Python Artificial Intelligence

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In Part 1 - Glauco Pires from Mammoth Interactive will teach you how to build a game in Unity . Learn to code, make art and add sound to build a full 2D Double Dragoon game in Unity 2017. You will learn the fundamentals of designing, coding, and fine-tuning a game. You will design the game and its functionality in Unity and learn how to code in C#. Don't worry if you've never coded before!


The Complete Unity and Artificial Intelligence Masterclass

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You will make a retro 2D Marlo game in Unity and code in Python for stock market prediction! Don't worry if you've never coded before. We start simple and add more to the game as the course goes on. You will make game art in Photoshop. You'll design and implement power-ups, enemies, game characters, and backgrounds.