audioBook

Just a terrible compilation of all the terrible SYSK-inspired "music" I've terribly created over the years. In one terribly convenient place! Enjoy. Or don't. That part is really on you.

01 Hoover Dam

Attention and transformers in LLMs, the five stages of data processing, and a brand-new Large Language Models A-Z course: Kirill Eremenko joins host Jon Krohn to explore what goes into well-crafted LLMs, what makes Transformers so powerful, and how to succeed as a data scientist in this new age of generative AI.

This episode is brought to you by Intel and HPE Ezmeral Software Solutions (https://hpe.com/ezmeral/chatwithyourdata), and by Prophets of AI (https://prophetsofai.com), the leading agency for AI experts. Interested in sponsoring a SuperDataScience Podcast episode? Visit https://passionfroot.me/superdatascience for sponsorship information.

In this episode you will learn:
• Supply and demand in AI recruitment [08:30]
• Kirill and Hadelin's new course on LLMs, “Large Language Models (LLMs), Transformers & GPT A-Z” [15:37]
• The learning difficulty in understanding LLMs [19:46]
• The basics of LLMs [22:00]
• The five building blocks of transformer architecture [36:29]
- 1: Input embedding [44:10]
- 2: Positional encoding [50:46]
- 3: Attention mechanism [54:04]
- 4: Feedforward neural network [1:16:17]
- 5: Linear transformation and softmax [1:19:16]
• Inference vs training time [1:29:12]
• Why transformers are so powerful [1:49:22]

Additional materials: www.superdatascience.com/747

The Super Data Science Podcast: Machine Learning | AI | Success

747: Technical Intro to Transformers and LLMs, with Kirill Eremenko

Margaret Trudeau reflection on life and aging offers women sage advice that is honest, straightforward, and ultimately hopeful. Sharing stories from her own life and the lives of other women, Trudeau discusses everything from pension planning and retirement homes to sex and "grey divorce." Trudeau promotes a more proactive, engaged aging process and encourages baby boomers to serious about finding joy in their "third act." All rights reserved.

Audiobook: Margaret Trudeau, "Time of Your Life," narrated by Colleen Winton

Most people think hotel employees are effortlessly cheerful, naturally helpful, and genuinely like their work.&#160; &#160; Most people are wrong. &#160; Find out what really goes on in the world of hospitality with this hilarious book full of funny and absurd stories, anecdotes told in dialogue, factoids, and hoax pop quizzes by two veteran concierges who paid their way while working at a combined 50 hotels in and around Times Square. They are very pleased to help you learn: &middot;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160; The Truth About Bed Bugs &middot;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160; The Mythology of &ldquo;Loyalty Programs&rdquo; &middot;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160; The 411 on Hotel Residents &middot;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160; And so much more &#160; Filled with photographs and infographics, How May We Hate You? is both romp and commentary on the hospitality industry and life behind the nametag.

How May We Hate You? by Anna Drezen, Todd Dakotah Briscoe, read by Anna Drezen, Todd Dakotah Briscoe

ProPublica reporter Nina Martin and her team used social media and old-fashioned shoe leather to show how the U.S. has the worst maternal death rate in the developed world.

The Breakthrough: Reporting on Life and Death in the Delivery Room

A step-by-step plan clinically proven to break the cycle of worry and fear that drives anxiety and addictive habits We are living through one of the most anxious periods any of us can remember. Whether facing issues as public as a pandemic or as personal as having kids at home and fighting the urge to reach for the wine bottle every night, we are feeling overwhelmed and out of control. But in this timely book, Judson Brewer explains how to uproot anxiety at its source using brain-based techniques and small hacks accessible to anyone. We think of anxiety as everything from mild unease to full-blown panic. But it's also what drives the addictive behaviors and bad habits we use to cope (e.g. stress eating, procrastination, doom scrolling and social media). Plus, anxiety lives in a part of the brain that resists rational thought. So we get stuck in anxiety habit loops that we can't think our way out of or use willpower to overcome. Dr. Brewer teaches us map our brains to discover our triggers, defuse them with the simple but powerful practice of curiosity, and to train our brains using mindfulness and other practices that his lab has proven can work. Distilling more than 20 years of research and hands-on work with thousands of patients, including Olympic athletes and coaches, and leaders in government and business, Dr. Brewer has created a clear, solution-oriented program that anyone can use to feel better - no matter how anxious they feel. Available for purchase at: <a href="http://www.amazon.com/gp/product/B08KZJM8WH?tag=randohouseinc7911-20">Amazon</a><a href="https://www.barnesandnoble.com/w/?ean=9780593330456">Barnes & Noble</a><a href="http://www.tkqlhce.com/click-8373827-10747236?SID=PRHD39095A662--9780593330456&url=http://www.booksamillion.com/p/9780593330456">Books A Million</a><a href="https://bookshop.org/a/2186/9780593330449?prhc=PRHD39095A662">Bookshop.org</a><a href="http://www.hudsonbooksellers.com/book/9780593330449?utm_source=prh&utm_medium=affiliate&utm_term=301&utm_content=PRHD39095A662--9780593330449&utm_campaign=9780593330449">Hudson Booksellers</a><a href="http://www.indiebound.org/book/9780593330449?aff=penguinrandom">IndieBound</a><a href="http://www.powells.com/book/-9780593330449?utm_source=randomhouse&utm_campaign=randomhouse&utm_content=PRHD39095A662--9780593330449">Powell's</a><a href="http://goto.target.com/c/128773/81938/2092?subId1=PRHD39095A662--9780593330449&u=http%3A%2F%2Fwww.target.com%2Fs%3FsearchTerm%3D9780593330449">Target</a><a href="https://www.walmart.com/search/?query=9780593330449">Walmart</a><a href="https://itunes.apple.com/us/book/id1535294034?at=11l3IH&ct=PRHD39095A662--9780593330456">Apple Books</a><a href="https://google.prf.hn/click/camref:1011ld4r/pubref:PRHD39095A662--9780593330456/destination:https://play.google.com/store/search?q=9780593330456&c=books">Google Play Store</a><a href="http://click.linksynergy.com/link?id=VD9*lkiWNd8&offerid=258185.12829781935712206&type=2&u1=PRHD39095A662--9780593330456}&murl=http%3A%2F%2Fwww.kobo.com%2Fsearch%3FQuery%3D9780593330456">Kobo</a>

Unwinding Anxiety by Judson Brewer, read by Judson Brewer

The latest machine learning, A.I., and data career topics from across both academia and industry are brought to you by host Dr. Jon Krohn on the Super Data Science Podcast.

As the quantity of data on our planet doubles every couple of years and with this trend set to continue for decades to come, there's an unprecedented opportunity for you to make a meaningful impact in your lifetime. In conversation with the biggest names in the data science industry, Jon cuts through hype to fuel that professional impact.

Whether you're curious about getting started in a data career or you're a deep technical expert, whether you'd like to understand what A.I. is or you'd like to integrate more data-driven processes into your business, we have inspiring guests and lighthearted conversation for you to enjoy.

We cover tools, techniques, and implementation tricks across data collection, databases, analytics, predictive modeling, visualization, software engineering, real-world applications, commercialization, and entrepreneurship − everything you need to crush it with data science.

747: Technical Intro to Transformers and LLMs, with Kirill Eremenko

Super Data Science: ML & AI Podcast with Jon Krohn