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Barbara Oakley – A Mind For Numbers How to Excel at Math and Science

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Barbara Oakley – A Mind For Numbers How to Excel at Math and Science
English | Size: 202.60 MB
Category: Audio


This is the as said, accompanying book of the course (but not critical to read first).
The online course is free and there appears to be a Ted video of this uber professor lady that managed to switch on the light in her head at 26 in math and science after doing art and languages

Whether you are a student struggling to fulfill a math or science requirement, or you are embarking on a career change that requires a higher level of math competency, A Mind for Numbers offers the tools you need to get a better grasp of that intimidating but inescapable field. Engineering professor Barbara Oakley knows firsthand how it feels to struggle with math. She flunked her way through high school math and science courses, before enlisting in the army immediately after graduation. When she saw how her lack of mathematical and technical savvy severely limited her options – both to rise in the military and to explore other careers – she returned to school with a newfound determination to re-tool her brain to master the very subjects that had given her so much trouble throughout her entire life. [Read more…]

Data Science Supervised Machine Learning in Python

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Data Science Supervised Machine Learning in Python
English | Size: 464.44 MB
Category: Programming | E-learning


What Will I Learn?
Understand and implement K-Nearest Neighbors in Python
Understand the limitations of KNN
User KNN to solve several binary and multiclass classification problems
Understand and implement Naive Bayes and General Bayes Classifiers in Python
Understand the limitations of Bayes Classifiers
[Read more…]

Marlin Studios – Amazing Science Fiction Textures

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Marlin Studios – Amazing Science Fiction Textures
English | Size: 333 MB
Category: Tutorial


550MB of textures, which are either seamless and tileable or include alpha channel maps, all hand-created. Includes a unique selection of space ship hulls, planet maps, moon maps, structures, portholes, backgrounds, etc. Also includes matching bump maps, where applicable. Resolution: 4 sizes for some textures — Largest (XL) avg. 1600×1200 [Read more…]

James Kingsland – Siddhartha’s Brain: Unlocking the Ancient Science of Enlightenment

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James Kingsland – Siddhartha’s Brain: : Unlocking the Ancient Science of Enlightenment
English | Size: 293.33 MB
Category: Tutorial


A groundbreaking exploration of the “science of enlightenment,” told through the lens of the journey of Siddhartha (better known as Buddha), by Guardian science editor James Kingsland.

In a lush grove on the banks of the Neranjara in northern India-400 years before the birth of Christ, when the foundations of western science and philosophy were being laid by the great minds of Ancient Greece-a prince turned ascetic wanderer sat beneath a fig tree. His name was Siddhartha Gautama, and he was discovering the astonishing capabilities of the human brain and the secrets of mental wellness and spiritual “enlightenment,” the foundation of Buddhism. [Read more…]

Lynda – Data Science Foundations – Python Scientific Stack

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Lynda – Data Science Foundations – Python Scientific Stack
English | Size: 557.95 MB
Category: CBTs


Data science provides organizations with striking-and highly valuable-insights into human behavior. While data mining can seem a bit daunting, you don’t need to be a highly-skilled programmer to process your own data. In this hands-on course, learn how to use the Python scientific stack to complete common data science tasks. Miki Tebeka covers the tools and concepts you need to effectively process data with the Python scientific stack, including Pandas for data crunching, matplotlib for data visualization, NumPy for numeric computation, and more.
[Read more…]

Four Semesters of Computer Science in 5 Hours

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Four Semesters of Computer Science in 5 Hours
English | Size: 1.16 GB
Category: CBTs


Get a practical introduction to computer science concepts and take your knowledge of JavaScr to the next level. This course starts by exploring recursion, followed by how to use sorting algorithms. Next, the main elements of data structure interfaces are explained followed by demonstrations of how to implement list, tree, and table structures. Then, functional programming is covered, including use of map, reduce, and
filter. For each section of the course, exercises are provided so you can practice. [Read more…]

Mark E Williams – The Art and Science of Aging Well

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Mark E Williams – The Art and Science of Aging Well
English | Size: 246.89 MB
Category: Tutorial


In the past century, average life expectancies have nearly doubled, and today, for the first time in human history, many people have a realistic chance of living to 80 or beyond. As life expectancy increases, Americans need accurate, scientifically grounded information so that they can take full responsibility for their own latter years.
[Read more…]

Marlin Studios – Amazing Science Fiction Textures

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Marlin Studios – Amazing Science Fiction Textures
English | Size: 333 MB
Category: Tutorial


550MB of textures, which are either seamless and tileable or include alpha channel maps, all hand-created. Includes a unique selection of space ship hulls, planet maps, moon maps, structures, portholes, backgrounds, etc. Also includes matching bump maps, where applicable. Resolution: 4 sizes for some textures — Largest (XL) avg. 1600×1200
[Read more…]

Computer Science Principles – Programming

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Computer Science Principles – Programming
English | Size: 333.84 MB
Category: Tutorial


Programming is what allows us to make computers, devices, and the Internet perform amazing tasks, entertain us, and simplify our lives. While programming seems complicated, every programming challenge can be broken down into sections of code that you can define, control, and even reuse. You can learn the basic concepts of coding without needing to know a specific programming language.
[Read more…]

Lynda – Asking Great Data Science Questions

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Lynda – Asking Great Data Science Questions
English | Size: 483.61 MB
Category: Tutorial


Great data science discoveries are often traced back to someone asking a critical question. That’s why it’s important for your team to use critical thinking to come up with astute, meaningful questions that add real value. A well-crafted question can prevent your team from getting sidetracked on bad assumptions and false conclusions. In this course, author Doug Rose explores the key components of critical reasoning and how to pan for gold in streams of data to search for new questions. You’ll learn how to work together as a team to run question meetings, organize important ideas into question trees, and generate quality questions by clarifying key terms, challenging evidence, uncovering misleading statistics, and more. [Read more…]