Tag: Natural

Natural Language Processing Fundamentals – Techniques, Tools, and Applications


Free Download Natural Language Processing Fundamentals – Techniques, Tools, and Applications
Lisa Becker | Duration: 3:21 h | Video: H264 1920×1080 | Audio: AAC 44,1 kHz 2ch | 1,04 GB | Language: English
This comprehensive course is designed to lay a solid foundation in Natural Language Processing (NLP), a discipline that bridges the gap between human language and computer understanding, and is a cornerstone in the world of data science and artificial intelligence. The ability to analyze and derive meaningful insights from textual data is a highly sought-after skill.
This course serves as a bridge for professionals and students to transition into roles that require NLP expertise. With the help of course instructor and NLP specialist, Lisa Becker, learners will acquire skills such as text analysis and feature engineering. They will work with various language models and understand the underlying technologies which will prepare them to tackle real-world challenges and innovate various sectors including healthcare, finance, e-commerce and beyond. This is not just a skill-enhancement course, but a pathway to unlocking a plethora of opportunities in the rapidly expanding field of AI and machine learning by studying the basics of more traditional NLP techniques as well as the big milestones such as transformers and large language models.
By the end of this course, you will.

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Building Natural Environments using Gaea & Houdini – Environment Creation & Look-Dev Techniques


Free Download Building Natural Environments using Gaea & Houdini – Environment Creation & Look-Dev Techniques
Rasha Shalaby | Duration: 4:15 h | Video: H264 1920×1080 | Audio: AAC 44,1 kHz 2ch | 2,25 GB | Language: English
Rasha Shalaby takes environment artists and matte painters on a journey from concept to final shot using Gaea, Houdini, V-Ray, and Photoshop as she recreates the ancient deserts of Sinia, Egypt, and the Red Sea Mountains. Perfect for artists working in VFX for film, TV, and game cinematics, Rasha’s 4-hour workshop walks through the complete creation process of a natural environment based on a real location.
This comprehensive workshop covers all the essential steps from creating the base low-detail assets that inform the initial concepts to creating hero camera angles, updating and optimizing assets, and adding scattered elements. Rasha teaches the importance of using references to ensure fidelity between the CG recreation versus the production location and teaches the workflow and techniques utilized by artists in a real production environment. She shows how environments will go through various iterations as the level of detail is updated in every asset and the environment overall.
Gaea is used to create the terrains and output textures. Houdini is used to set up the environment build and extract displacement maps for the created terrain, and also to create layered shaders in V-Ray to ensure a high level of detail is achieved in the final renders. Rasha’s .tor files are provided with this workshop for subscribers to download.

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Natural Home Cleaning


Free Download Natural Home Cleaning
Published 6/2024
MP4 | Video: h264, 1280×720 | Audio: AAC, 44.1 KHz, 2 Ch
Language: English | Duration: 41m | Size: 678 MB
Unconventional choices and wisdom that lead to healthier, more sustainable lives.

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Mastering Natural Language Processing (NLP) with Deep Learning


Free Download Mastering Natural Language Processing (NLP) with Deep Learning
Alper Tellioglu | Duration: 0:41 h | Video: H264 1280×720 | Audio: AAC 48 kHz 2ch | 143 MB | Language: English
Dive into text data analysis, preprocessing, word embeddings, sequence models and transformers. This course will teach you how to use the power of NLP with deep learning techniques.
What you’ll learn
Understanding the complex world of natural language processing can be a challenging but essential task in this rapidly growing industry.

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Natural Magic Emily Dickinson, Charles Darwin, and the Dawn of Modern Science [Audiobook]


Free Download Renée Bergland, Teri Schnaubelt (Narrator), "Natural Magic: Emily Dickinson, Charles Darwin, and the Dawn of Modern Science"
English | ASIN: B0D2ZJM2KD | 2024 | MP3@64 kbps | ~13:04:00 | 359 MB
Emily Dickinson and Charles Darwin were born at a time when the science of studying the natural world was known as natural philosophy, a pastime for poets, priests, and schoolgirls. The world began to change in the 1830s, while Darwin was exploring the Pacific aboard the Beagle and Dickinson was a student in Amherst, Massachusetts. Poetry and science started to grow apart, and modern thinkers challenged the old orthodoxies, offering thrilling new perspectives that suddenly felt radical-and too dangerous for women.
Natural Magic intertwines the stories of these two luminary nineteenth-century minds whose thought and writings captured the awesome possibilities of the new sciences and at the same time strove to preserve the magic of nature. Just as Darwin’s work was informed by his roots in natural philosophy and his belief in the interconnectedness of all life, Dickinson’s poetry was shaped by her education in botany, astronomy, and chemistry, and by her fascination with the enchanting possibilities of Darwinian science. Casting their two very different careers in an entirely fresh light, Renee Bergland brings to life a time when ideas about science were rapidly evolving, reshaped by poets, scientists, philosophers, and theologians alike. She paints a colorful portrait of a remarkable century that transformed how we see the natural world.

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Father Time A Natural History of Men and Babies [Audiobook]


Free Download Father Time: A Natural History of Men and Babies (Audiobook)
English | ASIN: B0CVMJKY36 | 2024 | 13 hours and 47 minutes | MP3@64 kbps | 378 MB
Author: Sarah Blaffer Hrdy
Narrator: Katherine Fenton

This audiobook narrated by Katherine Fenton gives a sweeping account of male nurturing, explaining how and why men are biologically transformed when they care for babies. It has long seemed self-evident that women care for babies and men do other things. Hasn’t it always been so? When evolutionary science came along, it rubber-stamped this venerable division of labor: mammalian males evolved to compete for status and mates, while females were purpose-built to gestate, suckle, and otherwise nurture the victors’ offspring. But come the twenty-first century, increasing numbers of men are tending babies, sometimes right from birth. How can this be happening? Puzzled and dazzled by the tender expertise of new fathers around the world-several in her own family-celebrated evolutionary anthropologist and primatologist Sarah Blaffer Hrdy set out to trace the deep history of male nurturing and explain a surprising departure from everything she had assumed to be "normal."

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Natural Language Processing with ML.NET by Microsoft Press


Free Download Natural Language Processing with ML.NET by Microsoft Press
Released 5/2024
MP4 | Video: h264, 1280×720 | Audio: AAC, 44.1 KHz, 2 Ch
Skill Level: Intermediate | Genre: eLearning | Language: English + srt | Duration: 2h 55m | Size: 410 MB
In today’s world, machine learning is everywhere. We use ML-empowered applications every day-when choosing the next TV series to watch based on Netflix recommendations, for example, or when asking Alexa to play your favorite song. If you think of yourself as a developer, you might see machine learning as a separate art, practiced by an elite group of data scientists and statisticians. You might be uncertain about how it fits into application development. In this course, discover how ML.NET framework is designed to democratize the art of machine learning, making it accessible to all developers and making a smoother experience of integrating a trained model into an existing or a new .NET solution. Learn about ML.NET and how it’s different from other ML frameworks, the basics concepts of machine learning and deep learning, and how natural language processing models work.

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