Category: Reading

Latest Read: Grokking AI Algorithms

Post author By Don Kasprzak
Post date October 16, 2021

Grokking Artificial Intelligen ce Algorithms: Understand and apply the core algorithms of deep learning and artificial intelligence by Rishal Hurbans. Rishal is a technologist, founder, and international speaker.

He previously launched Viszen, a SaaS platform in his native South Africa. Today Rishal is a Business Solutions Manager at Entelect. In addition, Rishal founded Artificial Intelligence South Africa (AISA).

The Grokking series from Manning is certainly a wonderfully illustrated series of books helping users of all ages embrace algorithms.

At the same time I would recommend the Grokking series to long time computer users. The reason for their success is indeed a combination of illustrations with code examples. This is providing readers with multiple views of the numerous algorithms that provide the base structure of algorithms.

In addition, the series is a very plain-language approach. This makes learning a certainly challenging topic perfect for readers of any age, providing easy to learn concepts and terms. Rishal has even all the python code from this book online.

The code provided allows easy experimentation. In addition, Grokking Artificial Intelligence Algorithms uses illustrations, exercises, and jargon-free explanations to teach fundamental AI concepts. Okay, it may be fair to say you will be recalling high school algebra.

Tags Aditya Y. Bhargava, Artificial Intelligence, Grokking Algorithms, python

Education Innovation Reading Technology

Latest Read: How Innovation Works

Post author By Don Kasprzak
Post date October 14, 2021

How Innovation Works: And Why It Flourishes in Freedom by Matt Ridley. Matt is a British journalist best known for his writings on science, the environment, and economics in The Times. He holds a seat in the British House of Lords.

Matt is certainly writing against government regulation and big business across many established and emerging fields: energy, transportation, food, and computing. Regulation and big businesses are hampering innovation due to oversight. He also addresses early innovations including farming and taming animals including dogs.

Every chapter is certainly intriguing. Vast amounts of stories and historical facts drove each innovation. Matt obviously makes it certainly clear that innovation is within democratic countries where freedom allows for ideas to flourish, leading to inventions.

Chapter 2, focusing upon Public Health innovation certainly reminds the reader how vaccines developed to curb the loss of lives across many continents in our global history. A very refreshing chapter for our COVID era. On the other hand, this would be publishing in May 2020, at the beginning of our pandemic.

The first airplane

Chapter 3, Transport has a particularly great recollection of The Wright Brothers innovation. Unquestionably, this storyline is parallel to Simon Sinek’s Start With Why, and reveals more details to the road both brothers took in finding success at Kitty Hawk.

Many readers will be captivated by the research Matt delivers in round after round of amazing stories of innovation not by the inventor, but rather by those who saw a vision of how inventions lay the foundation of innovations.

Tags Eniac, Innovation, Matt Ridley

Artificial Intelligence Education Google Network Reading

Latest Read: Grokking Algorithms

Post author By Don Kasprzak
Post date October 3, 2021

Grokking Algorithms: An Illustrated Guide For Programmers and Other Curious People by Aditya Y. Bhargava. Aditya is an Engineering Manager at Etsy. He blogs at adit.io.

This is not a book for seasoned programmers. However, this is certainly a wonderful book to learn the basics of algorithms.

Grokking Algorithms provides an illustrated overview of algorithms which certainly provides a foundation to common algorithms used everyday by programmers.

For anyone interested in learning the basic structures of algorithms, Aditya also provides code samples in Python. In addition, the programming community has shared java versions of the book on Github.

On the surface, everyone learning about various algorithm options will not secure a programming job in their short term future.

However, I feel it is very fair to say many readers interested in learning about algorithms will not be overwhelmed.

If you are interested in learning to code, then this book is required reading. There are 400 illustrations within Aditya’s 256 page book. easy-peasy. The 256 page count is not lost on me.

Tags Aditya Y. Bhargava, Artificial Intelligence, Grokking Algorithms, python

Artificial Intelligence Education Google Network Reading Technology

Latest Read: Algorithms of Oppression

Post author By Don Kasprzak
Post date September 27, 2021

Algorithms of Oppression: How Search Engines Reinforce Racism
by Safiya Umoja Noble. Safiya is an associate professor at UCLA and is the Co-Founder and Co-Director of the UCLA Center for Critical Internet Inquiry. Safiya’s research as a result, considers how bias has been embedded into search engines.

Clearly, search engine algorithms are not neutral by any means. This was indeed proving to be a very disturbing issue at the time of publication in 2018.

So, how did this happen in the first place? It is rather shocking to understand that a seemingly simple search term “black girls” results in such disgusting results.

Safiya certainly reveals this unforgiving gap and Google has made efforts to fix their errors. The result of her work has brought about the term algorithmic oppression.

Safiya explores how racism, especially anti-blackness, is generated and maintained across the internet, yet is focused squarely on Google.

In addition, Safiya reveals the impact of AdWords, Google’s advertising tool. I found it interesting that since search results are altered by paid advertising, Google is more of an advertising company than a search engine company.

Tags algorithmic oppression, Algorithms of Oppression, Artificial Intelligence, Google, inequity, racism, Safiya Umoja Noble, search

Artificial Intelligence Education Innovation Reading

Latest Read: The Master Algorithm

Post author By Don Kasprzak
Post date September 20, 2021

The Master Algorithm: How the Quest for the Ultimate Learning Machine Will Remake Our World by Pedro Domingos. Pedro is Professor Emeritus of Computer Science and Engineering at the University of Washington.

In 2018 he launched a machine learning research group at D.E. Shaw, but departed after one year. Shaw’s well known former employees include Jeff Bezos, Lawrence Summers and Cathy O’Neil, author of Weapons of Math Destruction.

The Master Algorithm is a wonderful inspection of Machine Learning technology. However, do not be intimidated, this book is not for computer science majors. Pedro is addressing Machine Learning for consumers. The benefit here is the concepts around Machine Learning for every day consumers.

Actually, the goal of the book is two fold: learn about the development of machine learning, and then inspire the reader to build a master algorithm of their own. Do not worry, there is no coding in this book.

So, the premise for Pedro is to strive to build a master algorithm, which in turn will generate all algorithms needed by human kind. While a bit ambitious, it does not feel an out of bounds question. As Pedro conveys, give it twenty years. This is powering Google, Amazon, Microsoft in the enterprise and Apple’s iPhones.

Machine Learning is surpassing the parent, Artificial Intelligence as the most popular deployment of advanced computing over the last twenty years. What is remarkable is that only within the last ten years the integration of advanced processors and cloud computing, with quantum elements are now making the long promise of Machine Learning possible.

Tags Artificial Intelligence, machine learning, Pedro Domingos, The Master Algorithm