PluralSight – Mining Data from Text-ViGOROUS

PluralSight – Mining Data from Text-ViGOROUS
English | Size: 388.62 MB
Category: Tutorial


A large part of the appeal of deep learning models is their ability to work with unstructured data types such as text, images, and video. However such models are only as good as the feature vectors that they operate on. In this course, Mining Data from Text, you will gain the ability to build highly optimized and efficient feature vectors from textual and document data. First, you will learn how to represent documents as numeric data using simple numeric identifiers for individual words as well as more elegant methods such as term frequency and inverse document frequency. Next, you will discover how to perform topic modeling using techniques such as latent semantic analysis, latent Dirichlet allocation, and non-negative matrix factorization. Finally, you will explore how to implement keyword extraction using a popular algorithm – RAKE. When you’re finished with this course, you will have the skills and knowledge to move on to build efficient and optimized feature vectors from a large document corpus and use those feature vectors in building powerful machine learning models. [Read more…]

Skillshare – Easy Outline Text Animation in Adobe After Effects

Skillshare – Easy Outline Text Animation in Adobe After Effects
English | Size: 292.9MB
Category: Tutorial

In this class you will be learning how to create an outline animation effect using Adobe Illustrator and After Effects. You’ll be able to make an animation using your own text and then apply a little bit of depth using a wiggle camera effect. [Read more…]

Packt Text Mining with Machine Learning and Python

Packt Text Mining with Machine Learning and Python
English | Size: 302.97 MB
Category: CBTs

Text is one of the most actively researched and widely spread types of data in the Data Science field today. New advances in machine learning and deep learning techniques now make it possible to build fantastic data products on text sources. New exciting text data sources pop up all the time. You’ll build your own toolbox of know-how, packages, and working code snippets so you can perform your own text mining analyses. [Read more…]

Videohive – Minimal Text Titles 4K

Videohive – Minimal Text Titles 4K
English | Size: 24.1MB
Category: tUTORIAL

This item is no Longer available, so neither is the description. [Read more…]

Packt Publishing – Tensorflow Solutions for Text

Packt Publishing – Tensorflow Solutions for Text
English | Size: 416.76 MB
Category: CBTs

Use deep learning to make predictions on email
This course deals with the core topics in a highly practical manner with focus on code.
This volume introduces working with text, with a focus on the most plentiful source of text out there: email. Working with email text from your own Gmail account, you will build up a label predictor, similar in effect to the technology Google uses to power the Social and Promotions tabs. With this technique, you will be able to build your own email classification and automated workflow hooks. [Read more…]

Sublime Text Mastery – Laracast

Sublime Text Mastery – Laracast
English | Size: 369.47 MB
Category: Tutorial

If you intend to dedicate a career to web development, shouldn’t you, in the process, harness every ounce of your code editor? In this series, I’ll show you everything I know about Sublime Text. [Read more…]

Motion Text Maker 18119422 (With 6 April 17 Update)

Motion Text Maker 18119422 (With 6 April 17 Update)
English | Size: 613.9MB
Category: Tutorial

Motion Text Maker

100% After Effects CS5, CS6, CC2014 & CC2015
5 style text animations (default 20 copies each design)
3 style elements (default 10 copies each design)
Dynamic design & animation control
Use any font
[Read more…]