Tag: Feature

Feature Engineering with Generative AI


Free Download Feature Engineering with Generative AI
Published 6/2024
MP4 | Video: h264, 1920×1080 | Audio: AAC, 48 KHz
Language: English | Size: 127.42 MB | Duration: 20m 21s
Learn the art of feature engineering with Generative AI! This course will teach you how to optimize datasets and automate feature engineering using generative AI strategies.

(more…)

Feature Engineering Bookcamp, Video Edition


Free Download Feature Engineering Bookcamp, Video Edition
Released 8/2024
MP4 | Video: h264, 1280×720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 6h 30m | Size: 960 MB
Deliver huge improvements to your machine learning pipelines without spending hours fine-tuning parameters! This book’s practical case studies reveal feature engineering techniques that upgrade your data wrangling-and your ML results.

(more…)

Animating for Feature Films – Animation Techniques Using Maya & Animbot


Free Download Animating for Feature Films – Animation Techniques Using Maya & Animbot
Mike Wilson | Duration: 2:39 h | Video: H264 1920×1080 | Audio: AAC 44,1 kHz 2ch | 1,53 GB | Language: English
Walk through the creation of an animation shot from beginning to end with Senior Animator Mike Wilson, who breaks the process down into manageable sections. This insightful workshop not only provides practical techniques for you to improve your Maya workflow but also takes a broad look at the feature film industry, detailing exactly what you can expect to encounter as a professional 3D animator.
Mike Wilson offers a glimpse of what being an animator entails, and discusses what it can take to get there. Once you land a job as a professional animator, what is expected of you next? With this workshop, you’ll follow along as Mike sets up a shot to maximize time and resources so that deadlines can be met. You’ll discover how to use references to gather information from the real world and translate that into your animations. You’ll then learn how to block out an animation quickly, how to approach revisions, and how to polish and finalize a professional shot.
This workshop discusses how the role of an animator on a feature film is just a single part in a large apparatus and explains the importance of working in tandem with others on a team and complimenting departments. Artists can expect to gain a macro view of a feature film studio production while learning about the expected tasks of an animator.

(more…)

Produce A Dirt Cheap Independent Feature Film


Free Download Produce A Dirt Cheap Independent Feature Film
MP4 | Video: AVC 1280×720 | Audio: AAC 44KHz 2ch | 12 lectures | 39m Duration | 781 MB
Genre: eLearning | Language: English
Comprehensive Course That Will Help You Produce Your Indie Film By Yourself On A Cheap!
This course is designed for aspiring filmmakers who want to learn the ins and outs of producing a low budget independent feature film. It covers all the crucial steps in the process, from securing a strong script, to financing and assembling a talented cast and crew.

(more…)

Edit Entire Feature Film By Yourself


Free Download Edit Entire Feature Film By Yourself
MP4 | Video: AVC 1280×720 | Audio: AAC 44KHz 2ch | 18 lectures | 2h 39m Duration | 2 GB
Genre: eLearning | Language: English
Comprehensive Film Editing Guide From RAW Footage To Final Master With Limited Resources
In this comprehensive course, you will learn the ins and outs of editing for independent films, from working with raw footage to creating a final master. We’ll cover everything from basic principles to advanced techniques, and discuss some of the tricks of the trade that aren’t often taught in film school. Whether you’re just starting out in the industry or you’re an experienced filmmaker looking to hone your skills, this course has something for everyone. Some of the topics we will cover in this course are

(more…)

Python 3 and Feature Engineering


Free Download Python 3 and Feature Engineering by Oswald Campesato
English | December 13, 2023 | ISBN: 1683929497 | 216 pages | EPUB | 4.67 Mb
This book is designed for data scientists, machine learning practitioners, and anyone with a foundational understanding of Python 3.x. In the evolving field of data science, the ability to manipulate and understand datasets is crucial. The book offers content for mastering these skills using Python 3. The book provides a fast-paced introduction to a wealth of feature engineering concepts, equipping readers with the knowledge needed to transform raw data into meaningful information. Inside, you’ll find a detailed exploration of various types of data, methodologies for outlier detection using Scikit-Learn, strategies for robust data cleaning, and the intricacies of data wrangling. The book further explores feature selection, detailing methods for handling imbalanced datasets, and gives a practical overview of feature engineering, including scaling and extraction techniques necessary for different machine learning algorithms. It concludes with a treatment of dimensionality reduction, where you’ll navigate through complex concepts like PCA and various reduction techniques, with an emphasis on the powerful Scikit-Learn framework.

(more…)