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Education Innovation Reading

Latest Read: Metadata

Metadata by Jeffrey Pomerantz. Jeffrey earned his Ph.D. from the School of Information Studies at Syracuse University. He is Associate Professor in the School of Information and Library Science at the University of North Carolina Chapel Hill, and in addition a Visiting Professor at the University of Washington.

Metadata by Jeffrey Pomerantz

At first glance, one may consider this book is only for Library Science and Information Technology students and professionals. However, today internet publishing and content creators suggests you would be wrong.

In fact, this book is very essential. I found this a very welcoming and informative read. Above all, metadata is addressing traditional data elements: creator, created, modified, name, and related networks.

Jeremy elegantly explains what metadata is and why this is so critical to our society today. Twenty years ago the audience impact was considerably smaller. However, today we are an internet publishing society and this is now second nature to many social media content creators.

Jeremy introduces this key element via the Snowden revelations regarding PRISM. The collection of phone metadata reveals the NSA could identify quite a bit about each cellular call. This was certainly metadata’s aha moment on a global scale. However, this subject really shines in Bruce Schneier’s excellent book Click Here to Kill Everybody. I would also highly recommend reading Surveillance Valley by Yasha Levine.

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Artificial Intelligence Education Innovation Reading

Latest Read: Succeeding with AI

Succeeding with AI: How to make AI work for your business
by Veljko Krunic. He holds a PhD in Computer Science from University of Colorado Boulder. Today he is CEO of Health Saver AI and holds two AI patients.

Succeeding with AI: How to make AI work for your business by Veljko Krunic

Based upon the AI books I have been reading, none certainly addresses the business side of AI. Veljko is writing this book for business leaders. At first glance one may believe technology project managers would be a target audience. This is perfect for business leaders and analysts with no AI programming.

For any business seeking to define investments for data driven decision making, this is a worth title to read. The approach is completely a business approach to AI projects, how they are different and when to fail quickly early in a project.

In addition, Veljko’s underlying message for business teams is the profit is the resulting data outcomes, as it seems almost every business seeking to gain an upper hand have already kickstarted small AI projects. Veljko certainly helps leaders understand the foundation requirements (developers, and data scientists) required to succeed.

The hard requirements for AI if overlooked, will not be enough to prove a business case and result in wasted investments. This is along the lines of The Myth of Artificial Intelligence Why Computers Can’t Think the Way We Do by Erik Larson.

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Education Reading Vietnam War

Latest Read: Tightrope

Tightrope: Americans Reaching for Hope by the husband/wife team of Nicholas Kristof and Sheryl WuDunn. Nicholas is a two time winner of the Pulitzer Prize, in addition he has been a finalist seven times while Sheryl is also a Pulitzer winner.

Tightrope: Americans Reaching for Hope by Nicholas Kristof and Sheryl WuDunn
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Nicholas in fact, grew up on a sheep and cherry farm near Yamhill, Oregon and his hometown is the cornerstone of this book. Subsequently he graduated from Harvard and holds a law degree from Oxford, while Sheryl graduated from Cornell and holds an MPA from Princeton and an MBA from Harvard.

In addition, Sheryl and Nicholas have co-authored China Wakes: The Struggle for the Soul of a Rising Power and Thunder from the East: Portrait of a Rising Asia. Furthermore, Sheryl wrote her third best-seller Half the Sky: Turning Oppression into Opportunity for Women Worldwide in 2009.

Nicholas did not qualify to run for Governor in Oregon in 2022 due to his residence in NYC. His family still owns their farm in Oregon. I certainly hope he runs for office in the future. This book obviously reveals they hold a solid understanding of the challenges and opportunities confronting our country.

Tightrope should be difficult book to fully digest. The impact around our local community and our country are certainly profound. Likewise, Tightrope documents a real world view of where we are heading, and it is not all too positive.

Life is not a box of chocolates

Chapter One begins with a simple message as Nicholas reflects upon the kids he rode the school bus while growing up. In fact, one quickly becomes aware of how families across our country have struggled, faltered, and died just like the kids on bus number six.

Furthermore, this book addresses a deep level of concerns for America today: homelessness, isolation, obesity, depression, unemployment, drugs, alcoholism, incarceration, diabetics and suicide. Tightrope on the other hand, demonstrates how government programs can be very helpful to address long standing inequities at the federal to local levels.

Tightrope: Americans Reaching for Hope by Nicholas Kristof and Sheryl WuDunn
Categories
Artificial Intelligence Education Innovation Network Reading

Latest Read: GANs in Action

GANs in Action: Deep learning with Generative Adversarial Networks by Jakub Langr and Vladimir Bok. Vladimir is a Data Product Manager at Intent. In addition, I really welcome his statement: Why I Donate All of My Book’s Proceeds to Girls Who Code. Jakub is Co-Found of Hypermile, a UK startup deploying AI across transportation solutions.

GANs in Action by Jakub Langr and Vladimir Bok

Jakub and Vladimir have certainly written a wonderful book on machine learning algorithms that generate realistic imaging. However, this book is really intended for readers who already have some experience with machine learning and neural networks.

Whereas many consumers view new imaging services as a kind of magic, super computing power delivered by AI. There are indeed large machine learning datasets in play that even make this imaging possible.

GANs in Action is a very worthy followup to John Kelleher’s Machine Learning, Melanie Mitchell’s excellent book Artificial Intelligence: A Guide for Thinking Humans, and Sean Gerrish’s How Smart Machines Think. Each author is in fact, addressing in various scales, the introduction to Neural Networks and GANs. Thankfully, Jakub and Vladimir have taken the necessary next step in delivering a wonderful introduction and coding deep dive to GANs.

In fact, for many consumers the Grokking series of books are a must read. Grokking Algorithms: An Illustrated Guide For Programmers and Other Curious People by Aditya Bhargava and Grokking Artificial Intelligence Algorithms: Understand and apply the core algorithms of deep learning and artificial intelligence by Rishal Hurbans. Thus, both are wonderfully illustrated books to begin anyone’s journey into understanding Artificial Intelligence, Machine Learning, and Deep Learning.

Categories
Education Reading Vietnam War

Latest Read: The Origins of the Vietnam War

The Origins of the Vietnam War by Fredrik Logevall. He is a Professor of History at Harvard University. His book, Embers of War won the 2013 Pulitzer Prize.

The Origins of the Vietnam War by Fredrik Logevall

Previously, Fredrik taught at UC Santa Barbara and co-founded the University of California, Santa Barbara Center for Cold War Studies. In 2004 he began teaching at Cornell University. In addition, from 2006-07 was a Mellon Senior Research Fellow at the University of Cambridge. He is an associate of the London School of Economics IDEAS Cold War Studies Programme.

This publication is rather brief, yet delivers impactful, easy reading. This short work should be considered mandatory for high school curriculum.

Part One looks at the First Vietnam war, between the French and Vietminh. He provides the French historical view of attempting to simply gain credibility and new markets. Their military, certainly humiliated by Prussia in the late 1970s and both World Wars sought victory. In addition, French financial and business interests needed to create new markets.

Fredrick follows up in Part Two, providing the foundation for America’s entry into Indochina from the French defeat at Dien Bien Phu to July 1965 under President Johnson. This serves everyone well by simply introducing the research to support America’s position of continued war across Indochina. By today, all the major players in this timeframe have died. In addition, documents classified during this timeframe are now available.