Fri.Sep 22, 2023

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Machine Learning Experiment Tracking Using MLflow

Analytics Vidhya

Introduction The area of machine learning (ML) is rapidly expanding and has applications across many different sectors. Keeping track of machine learning experiments using MLflow and managing the trials required to construct them gets harder as they get more complicated. This can result in many problems for data scientists, such as: Given the above challenges, […] The post Machine Learning Experiment Tracking Using MLflow appeared first on Analytics Vidhya.

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Jay Mishra, COO of Astera Software – Interview Series

Unite.AI

Jay Mishra is the Chief Operating Officer (COO) at Astera Software , a rapidly-growing provider of enterprise-ready data solutions. They help business users bridge the data-to-insight gap with a suite of user-friendly yet high-performance data extraction, data quality, data integration, data warehousing & electronic data interchange solutions, which are used by both midsize and Fortune 500 companies across a range of industries.

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Cognitive Computing: Definition, Working, Examples and More 

Analytics Vidhya

Introduction In 2011, a special robot called Baxter joined factory teams. It stood six feet tall, weighing 300 pounds, with two handy arms and expressive digital eyes. What made Baxter unique was that it could work alongside humans, thanks to cognitive computing. This AI approach copied how humans think and learn. Humans taught Baxter how […] The post Cognitive Computing: Definition, Working, Examples and More appeared first on Analytics Vidhya.

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UK deputy PM warns UN that AI regulation is falling behind advances

AI News

In a stark address to the UN, UK Deputy PM Oliver Dowden has sounded the alarm on the potentially destabilising impact of AI on the world order. Dowden has urged governments to take immediate action to regulate AI development, warning that the rapid pace of advancement in AI technology could outstrip their ability to ensure its safe and responsible use.

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How To Get Promoted In Product Management

Speaker: John Mansour

If you're looking to advance your career in product management, there are more options than just climbing the management ladder. Join our upcoming webinar to learn about highly rewarding career paths that don't involve management responsibilities. We'll cover both career tracks and provide tips on how to position yourself for success in the one that's right for you.

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Unraveling the Power of Diffusion Models in Modern AI

Analytics Vidhya

Introduction In the rapidly evolving field of artificial intelligence, there’s a lot of excitement around a new concept called “Diffusion Models in Modern AI.” These models are like pioneers in AI, achieving tasks that were once considered very hard. In today’s AI landscape, diffusion models make waves with the unique ability to generate data by […] The post Unraveling the Power of Diffusion Models in Modern AI appeared first on Analytics Vidhya.

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5 Best Data Science Certification in USA

Analytics Vidhya

Introduction In the United States, data science is a hotbed of opportunity. Glassdoor consistently ranks Data Scientist as one of the most sought-after roles for four years. The United States Bureau of Labor Statistics predicted data science jobs to grow at the rate of 35% by 2032. This article explores the top 5 data science […] The post 5 Best Data Science Certification in USA appeared first on Analytics Vidhya.

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Will AI end education as we know it? Economist predicts schools, teachers could become 'obsolete'

Flipboard

With the surge in growth of artificial intelligence, fears over the new technology have experts weighing in on what impact it will have on U.S. education. One economist warned that the technology will eventually lead to the elimination of teaching.

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How to Create a Waterfall Chart in Excel?

Analytics Vidhya

Introduction Excel is a global powerhouse, serving many functions, from data analysis and mathematical calculations to business report management and data organization. It excels at data visualization, allowing users to craft charts and graphs like pivot charts, 2-D line graphs, histograms, pie charts, and more. Among these, the waterfall chart in excel stands out as […] The post How to Create a Waterfall Chart in Excel?

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A flood of new AI products just arrived — whether we’re ready or not

Flipboard

SAN FRANCISCO — Big Tech launched multiple new artificial intelligence products this week, capable of reading emails and documents or conversing in a personal way.

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Navigating the Future: Generative AI, Application Analytics, and Data

Generative AI is upending the way product developers & end-users alike are interacting with data. Despite the potential of AI, many are left with questions about the future of product development: How will AI impact my business and contribute to its success? What can product managers and developers expect in the future with the widespread adoption of AI?

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Unity Apologizes and Revamps Proposed Game Engine Fees

Extreme Tech

Unity got hammered last week after announcing new fees for the use of its engine, but now it's backtracking.

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This is the No. 1 'most important' AI skill you need to know, says MIT expert: 'You can learn the basics in 2 hours'

Flipboard

Employers want AI-savvy workers right now, says Anant Agarwal, chief platform officer of education tech company 2U — especially ones with a particular skill.

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Improving your LLMs with RLHF on Amazon SageMaker

AWS Machine Learning Blog

Reinforcement Learning from Human Feedback (RLHF) is recognized as the industry standard technique for ensuring large language models (LLMs) produce content that is truthful, harmless, and helpful. The technique operates by training a “reward model” based on human feedback and uses this model as a reward function to optimize an agent’s policy through reinforcement learning (RL).

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SEO Is Dead. Long Live AO

Flipboard

If you're not optimizing for artificial intelligence algorithyms, you're already behind. I've been spending a lot of time with clients lately, discussing with them the mammoth changes coming to their businesses in the coming years.

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Understanding User Needs and Satisfying Them

Speaker: Scott Sehlhorst

We know we want to create products which our customers find to be valuable. Whether we label it as customer-centric or product-led depends on how long we've been doing product management. There are three challenges we face when doing this. The obvious challenge is figuring out what our users need; the non-obvious challenges are in creating a shared understanding of those needs and in sensing if what we're doing is meeting those needs.

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Astronomers Coin New Term to Emphasize the Issue of Light Pollution

Extreme Tech

Noctalgia, meaning 'sky grief,' uses language to call attention to mismanaged lighting and its numerous consequences.

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AI Should Be Decentralized, But How?

Flipboard

The case for greater transparency and verifiability in AI. But is decentralization the best way to achieve that and is feasible in practice? Jesus Rodriguez, of IntoTheBlock, says the technical challenges are tremendous.

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James Webb Space Telescope Finds Clues to Europa's Hidden Ocean

Extreme Tech

Two separate teams looked at Europa, and the science led them to the same conclusion.

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Inventor ponders ethics of wiring human brain tissue into computers

Flipboard

When you take 800,000 human brain cells, wire them into a biological hybrid computer chip, and demonstrate that it can learn faster than neural networks, people have questions. We speak to Dr. Brett Kagan, Chief Scientific Officer at Cortical Labs.

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How Embedded Analytics Gets You to Market Faster with a SAAS Offering

Start-ups & SMBs launching products quickly must bundle dashboards, reports, & self-service analytics into apps. Customers expect rapid value from your product (time-to-value), data security, and access to advanced capabilities. Traditional Business Intelligence (BI) tools can provide valuable data analysis capabilities, but they have a barrier to entry that can stop small and midsize businesses from capitalizing on them.

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Congratulations to Summer Hacakthon Winners!

databricks

Earlier this year, Databricks launched Dolly 2.0: the world's first truly open instruction-tuned Large Language Model (LLM). To build off this excitement around.

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How companies are embracing generative AI for employees…or not

Flipboard

New York CNN — Companies are struggling to deal with the rapid rise of generative AI, with some rushing to embrace the technology as workflow tools for employees while others shun it – at least for now.

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Strategies to igniting innovative excellence: Words of advice from Ozan Varol

SAS Software

Have you ever wondered what it takes to break the mold, transcend boundaries and reach for the stars? Ozan Varol, a rocket scientist turned professor and bestselling author, knows a bit about that. Varol stopped by SAS Explore in Las Vegas and used his creativity and critical thinking expertise to [.

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Alan Turing and the Power of Negative Thinking

Flipboard

Algorithms have become ubiquitous. They optimize our commutes, process payments, and coordinate the flow of internet traffic.

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From Developer Experience to Product Experience: How a Shared Focus Fuels Product Success

Speaker: Anne Steiner and David Laribee

As a concept, Developer Experience (DX) has gained significant attention in the tech industry. It emphasizes engineers’ efficiency and satisfaction during the product development process. As product managers, we need to understand how a good DX can contribute not only to the well-being of our development teams but also to the broader objectives of product success and customer satisfaction.

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New Study Shows the Majority of NFTs Are Now Worthless

Extreme Tech

Color us totally shocked by this revelation.

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What is Microsoft Copilot? Here's everything you need to know

Flipboard

Microsoft just released its AI companion, and it has the potential to transform your workflow.

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This Week in Space: Solar Storms, Optics, and 'Chaos Terrain'

Extreme Tech

Back-to-back solar flares this week have astronomers giving a Carrington-sized side-eye.

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'Generative AI doesn’t require us to reimagine journalism, but it gives us a really good excuse' - Poynter

Flipboard

Jeremy Gilbert, the Knight Chair for Digital Media Strategy at Northwestern, shares his thoughts on the future of AI in journalism in a Q&A This …

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Embedding BI: Architectural Considerations and Technical Requirements

While data platforms, artificial intelligence (AI), machine learning (ML), and programming platforms have evolved to leverage big data and streaming data, the front-end user experience has not kept up. Holding onto old BI technology while everything else moves forward is holding back organizations. Traditional Business Intelligence (BI) aren’t built for modern data platforms and don’t work on modern architectures.

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The Best TV Deals for September 2023

Extreme Tech

Upgrade your home theater experience with massive discounts on TVs of all sizes.

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How to build an autonomous AI research agent running 24/7

Flipboard

If you would like to build your very own autonomous AI research agent that is capable of running 24-hours a day seven days a week scouring the web for …

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Branch and Bound — Introduction Prior to Coding the Algorithm From Scratch

Towards AI

Last Updated on September 23, 2023 by Editorial Team Author(s): Francis Adrian Viernes Originally published on Towards AI. An Introduction to Integer Problems and One of The Ways to Solve Them This member-only story is on us. Upgrade to access all of Medium. Photo by Possessed Photography on Unsplash Integer programming (IP) is a special case of linear programming (LP) where the decision variables are restricted to integer values.