Josh explains how astronomy and machine learning have informed each other, their current limitations, and where their intersection goes from here.

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Josh is a Professor of Astronomy and Chair of the Astronomy Department at UC Berkeley. His research interests include the intersection of machine learning and physics, time-domain transients events, artificial intelligence, and optical/infared instrumentation.

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⏳ Timestamps:
0:00 Intro, sneak peek
1:15 How astronomy has informed ML
4:20 The big questions in astronomy today
10:15 On dark matter and dark energy
16:37 Finding life on other planets
19:55 Driving advancements in astronomy
27:05 Putting telescopes in space
31:05 Why Josh started using ML in his research
33:54 Crowdsourcing in astronomy
36:20 How ML has (and hasn't) informed astronomy
47:22 The next generation of cross-functional grad students
50:50 How Josh started coding
56:11 Incentives and maintaining research codebases
1:00:01 ML4Science's tech stack
1:02:11 Uncertainty quantification in a sensor-based world
1:04:28 Why it's not good to always get an answer
1:07:47 Outro

🌟 Show notes:
- http://wandb.me/gd-josh-bloom 

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The link between astronomy and ML with Josh Bloom, Chair of Astronomy at UC Berkeley

In this episode, we discuss 7 post-pandemic trends to reshape the retail industry.

00:04 Intro. MobiDev, a software development company
00:39 How pandemic reshaped the retail industry
01:06 Trend 1. E-Commerce-Friendly POS Systems
02:19 Trend 2. Machine Learning for Demand Forecasting
04:14 Trend 3. Virtual fitting rooms
05:34 Trend 4. Data Science-Based Personal Interaction
07:09 Trend 5.  Staff-Free and Cashier-Less Stores
08:26 Trend 6. Voice Commerce
09:38 Trend 7. Robots and Autonomous Vehicles
10:37 The Future of Retail

7 Technology Trends to Reshape the Future of Retail Industry in 2021

Pílula de cultura digital para começarmos bem a semana 😊
Um sistema de inteligência artificial não tem índole, mas pode desenvolver um viés em suas decisões. Apesar de indesejável, esse comportamento da máquina não costuma ser um problema de sua programação, e sim resultado de usos inadequados da plataforma por pessoas que ensinam valores condenáveis ao sistema.
 
Não faz muito bem para o ego da espécie humana dizer isso, mas esses usuários “emburrecem” as plataformas de inteligência artificial.

O que diferencia esses sistemas de programas de computador convencionais é justamente a sua capacidade de aprender com seus usuários o que seria o melhor para eles. Em tese, isso permitiria que a máquina se tornasse casa vez mais eficiente em suas tarefas. Mas esses sistemas, assim como crianças inocentes, tomam decisões erradas se forem mal instruídos. 

Um caso que ficou famoso há alguns dias foi oi algoritmo do Instagram censurando o cartaz do novo filme do premiado diretor espanhol Pedro Almodóvar. Tudo porque aparece um mamilo na imagem. Enquanto isso, baldes de fotos sexualizadas continuam na rede porque disfarçam os mamilos, e assim seguem a regra do jogo.

As consequências das falhas da inteligência artificial vão muito além disso em nossas vidas. Como essas plataformas estão cada vez mais em tudo que fazemos, elas podem nos influenciar a tomar decisões equivocadas.

Ou seja, usuários pioram a inteligência artificial, que confunde as pessoas, em um círculo vicioso de más influências.

O que devemos fazer para minimizar esses problemas com uma ferramenta que tem valor inestimável? É sobre isso que falo nesse episódio.

E você, sabe até onde a inteligência artificial afeta o seu cotidiano?

As pessoas podem emburrecer a inteligência artificial

How Codex and GTP3 change our lives
What Religion can do for AI ?
Review of an article by Dariusz Gross #Datasculptor in MLearning.ai

In religious books it is mentioned that no one should create or bring into existence something whose power can threaten its creator or master and this “rule” is applied to humanity, however, we have ignored this rule by creating Machine Learning.

Dariusz Gross uses #GPT3 and #CODEX, tools from Open AI, In his subsequent articles, he describes the tremendous power of these tools. He describes what has changed in his life since using GTP.
In his estimate, GPT3 and CODEX will go down in human history.


🟠 medium.com/mlearning-ai

🔵 https://medium.com/mlearning-ai/what-religion-can-do-for-ai-44e053aa9cab

State of the art in #machinelearning

What Religion Can Do For AI? GPT3 & CODEX

With today's information overload, we wish we had a way to read just the summary instead of going through pages and pages of an article
The Beginner’s Guide to Summarize Articles Using NLP
a story by Poonam Yadav
MLearning.ai article review
#naturallanguageprocessing

🟠 medium.com/mlearning-ai

🔵 https://medium.com/mlearning-ai/summarize-articles-using-nlp-da1f5befe52b

State of the art in #machinelearning

Guide to Summarize Articles

https://Phoenix.Global. Learn why Phoenix Global is pioneering blockchain-based uses of FL combined with the existing applications of AI.

Blockchain Powering the Next Generation of Consumer Applications.
More Private. More Interactive. More Connected. Join https://Phoenix.Global.

Applications of Federated Learning and Artificial Intelligence

Moody Feelings

https://Phoenix.Global. Find out the significance of multiple blockchain ecosystems that are starting to focus on next-generation consumer applications.

Blockchain Powering the Next Generation of Consumer Applications.
More Private. More Interactive. More Connected. Join https://Phoenix.Global.

Bridging Retail and Travel Industries to the Blockchain

Steven Loeb and Bambi Francisco Roizen speaking with Malinka Walaliyadde, co-Founder and CEO of AKASA, a company using AI to automate revenue cycle management in healthcare.

Thanks to our sponsors: Advsr (www.advsr.com/); a boutique M&A advisory firm. They wrote the book on startup M&A called "Magic Box Paradigm: A framework for startup acquisitions." (www.amazon.com/Magic-Box-Paradig…ons/dp/0692778047) Go to Amazon.com to get your copy. Also thanks to Stratpoint (stratpoint.com/), an outsourced engineering firm and Scrubbed (scrubbed.net/), an online bookkeeping firm. If you need affordable and quality engineering and bookkeeping, check them out. We highly recommend them!

Interview with Malinka Walaliyadde, co-founder and CEO at AKASA

Le nerf de la guerre pour les prods de l'immobilier : avoir une vision globale et complète des propriétés sur le marché mais aussi leur historique et un maximum de données associées. C'est ce que propose la proptech Casafari, qui agrège chaque jour 15 000 sources de bases de données immobilières. Maxime Hueber explique comment et pourquoi à Fred Haffner.

Mon Podcast Immo est un podcast quotidien et indépendant, produit par MySweetImmo.com. 

Tout savoir sur les propriétés disponibles et leur historique

Jeffrey Goldberg is the president and CEO of Immunitas. Jeff is an experienced biotech program and brand leader with over 20 years of industry experience. He has driven programs from discovery and pre-clinical through IND, clinical trials, NDA, and commercialization in multiple therapeutic areas, including oncology, neurology, renal, and other rare and orphan diseases. Prior to joining Immunitas, Jeff was at Akcea Therapeutics, where he was chief operating officer from the time of its formation in January 2015. Previously, Jeff was vice president of business operations, leading both program management and business development at Proteostasis Therapeutics, Inc., a biotech company focusing on neurology and rare diseases. He also spent more than 11 years in positions of increasing responsibility with Genzyme and Sanofi, providing brand management for two marketed products within Sanofi Oncology. Prior to joining Sanofi Oncology, Jeff served as Global Program Lead for Genzyme's stem cell mobilization agent Mozobil, leading the global launch team and overseeing the program management and marketing functions for the product. He began his career at Genzyme as Director, Program Management overseeing the development and launch of Renvela in patients undergoing dialysis. Jeff has both an MBA and a Master's degree in Chemical Engineering from the Massachusetts Institute of Technology, and a B.S. in Chemical Engineering from Cornell University.

71. Leadership in immuno-oncology, Jeffrey Goldberg, President and CEO, Immunitas Therapeutics

https://Phoenix.Global. Know more about Oracle integration, Federated Learning (FL), and its native blockchain with links to NEO, Ethereum, Solana, and Binance Smart Chain (BSC).

Blockchain Powering the Next Generation of Consumer Applications.
More Private. More Interactive. More Connected. Join https://Phoenix.Global.

Investors and Partners

Python Multiprocessing for 3D Data Processing
interview with Emil Bogomolov, author of an article published in MLearning.ai
Emil Bogomolov is a passionate deep learning computer vision reasercher and engineer.

🟠 medium.com/mlearning-ai

🔵 https://medium.com/mlearning-ai/python-multiprocessing-for-3d-data-processing-b657037479ff
second article by Emil
🔵 https://medium.com/mlearning-ai/place-method-human-body-generator-on-a-3d-scenes-f43215ca6bad

State of the art in #machinelearning

Emil Bogomolov

https://Phoenix.Global. Discover decentralized oracles and how they can fetch external data on coin prices and other essential metrics to use in conjunction with their respective smart contracts.

Blockchain Powering the Next Generation of Consumer Applications.
More Private. More Interactive. More Connected. Join https://Phoenix.Global.

Potential Alternative Asset Classes in a Decentralized Environment

This song was generated using Machine Learning AI.

Worlds Away (AI Version)

https://Phoenix.Global. Discover Phoenix Global's innovative solution to increase consumer data ownership and security, enhancing business-to-customer (B2C) trust.

Blockchain Powering the Next Generation of Consumer Applications.
More Private. More Interactive. More Connected. Join https://Phoenix.Global.

The Benefits of Integrating a Data Transaction Engine

In this episode, Mike Townsend interviews Gershie Vann, the Founder & Chief Executive Officer of Magma Capital Funds. Gershie provides vision to the broader organization and implements strategic investment decisions in accordance with Magma’s investment approach and philosophy.

Gershie has previous professional experience utilizing data analytics and process design. Gershie holds a BS in Finance from Touro College and can be found running, reading The Economist, and spending time with his wife and two daughters.

Around The Coin

Gershie Vann, Founder and CEO, Magma Capital Funds

GPT3 ANSWERS THE QUESTIONS

Are Artists Using AI To Change The Concept Of Art?
Here’s What Art Is Really Like In 2021

Everybody’s on social media, and artists are using AI to make the most of it.
Artists are using AI technology in creative ways because it reflects the changing nature of the art world.
In a whirlwind few years, art has changed from something created for a solitary audience to something shared almost instantaneously with the world. Social media and artificial intelligence have largely influenced this expansion of art from being made to being viewed. From the artist’s perspective, the internet enables them to produce work that can connect better with their viewers. For those viewing, social media and artificial intelligence have changed how people think about art and what they find acceptable as an artistic piece.

🟠 medium.com/mlearning-ai

🔵 https://medium.com/mlearning-ai/are-artists-using-ai-to-change-the-concept-of-art-1e92d8ba1ede

State of the art in #machinelearning

Here’s What AI Art Is Really Like In 2021

In this episode, I continue with last week’s theme and discuss the differences between supervised and unsupervised learning.

Additional materials: www.superdatascience.com/506

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

SDS 506: Supervised vs Unsupervised Learning

Data Scientists must think like an Artist //
MLart solutions for the creative industries #TechCult 
State of the art in #machinelearning

Around The Coin is an award-winning top fintech podcast. Co-Hosts Faisal Khan, Mike Townsend & Brian Roemmele discuss all things in the world of payments, from the trading of shells to bitcoins and everything in between!

The Super Data Science podcast with Jon Krohn brings you the latest and most important machine learning, artificial intelligence, and broader data-world topics from across both academia and industry. As the quantity of data on our planet doubles every couple of years and this trend is set to continue for decades to come, there's an unprecedented opportunity for you to make an enormous impact in your lifetime. 

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, and commercialization − everything you need to crush it with data science.

🦋 Média d’actualité avec vue à 360° sur l’immobilier.
🗝 Interviews, news, conseils, podcasts, dossiers...

Jornalista (preferencialmente digital), educador (preferencialmente digital), trabalhando para tornar o mundo um lugar melhor

Biotech 2050 Podcast is a think tank chronicling the disruptions changing the biotech industry over the next 50 years.

Brought to you by the folks at Weights & Biases, Gradient Dissent is a weekly machine learning podcast that takes you behind-the-scenes to learn how industry leaders are putting deep learning models in production at Facebook, Google, Lyft, OpenAI, Salesforce, iRobot, Stanford and more.

https://Phoenix.Global. Phoenix Global (PHB) is a cryptocurrency that drives the Phoenix Global platform, which aims to power the next generation of consumer applications on the blockchain. The project comprises Phoenix Oracles connecting real-world asset prices to the blockchain, Federated Learning allowing large sensitive datasets to be used safely and securely for AI & machine learning, and its own native blockchain with bridges to Binance Smart Chain, Ethereum, Solana, NEO, and Tron.

New tracks tagged #MachineLearning