Sat.Dec 23, 2023 - Fri.Dec 29, 2023

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4 Responsible AI Myths (& Realities) That Every Data Leader Should Understand

Dataiku

The rise of Generative AI has placed a renewed interest on Responsible AI. Why? Previous years’ developments in the enterprise AI space mean that going from producing one model a year to thousands is well within the average company’s reach, and operationalization has made it possible for a single model to impact millions of decisions (as well as people).

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What is Data Annotation? Definition, Tools, Types and More

Analytics Vidhya

Introduction Data annotation plays a crucial role in the field of machine learning, enabling the development of accurate and reliable models. In this article, we will explore the various aspects of data annotation, including its importance, types, tools, and techniques. We will also delve into the different career opportunities available in this field, the industry […] The post What is Data Annotation?

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8 big IT failures of 2023

CIO Business Intelligence

IT provides the plumbing for just about every company in existence today. Most of the time, that plumbing works fine — but when something goes wrong, it can be more embarrassing (and more expensive) than the most extravagantly overflowing toilet. We’ve gathered eight instances of big tech failures that struck companies and other organizations in 2023.

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25 Free Courses to Master Data Science, Data Engineering, Machine Learning, MLOps, and Generative AI

KDnuggets

Discover a collection of top courses to launch your dream career or master a new skill, all for free!

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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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A Comprehensive Guide to Implement HuggingFace Models Using Langchain

Analytics Vidhya

Introduction Large Language Models have been the backbone of advancement in the AI domain. With the release of various Open source LLMs, the need for ChatBot-specific use cases has grown in demand. HuggingFace is the primary provider of Open Source LLMs, where the model parameters are available to the public, and anyone can use them […] The post A Comprehensive Guide to Implement HuggingFace Models Using Langchain appeared first on Analytics Vidhya.

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AI Boosts Business Productivity with Open Source Calendars

Smart Data Collective

Tons of businesses are looking for new ways to utilize AI technology to improve productivity. A report by Content @ Scale was published this summer showing that 80% of businesses are using AI to some degree. However, many businesses are still trying to figure out how to make the most of AI.

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25 Free Books to Master SQL, Python, Data Science, Machine Learning, and Natural Language Processing

KDnuggets

Discover a collection of best books to start your data career or master a new skill, all for free!

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Apple Secretly Launches Its First Open-Source LLM, Ferret

Analytics Vidhya

Apple has quietly introduced Ferret, its first open-source multimodal large language model (LLM), marking a significant departure from its traditional secretive approach. Developed in collaboration with Columbia University, Ferret integrates language understanding with image analysis, promising groundbreaking applications in various fields. This strategic move reflects Apple’s commitment to stay at the forefront of the rapidly […] The post Apple Secretly Launches Its First Open-Sourc

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Can AI Help Improve Credit Card Processing Fees?

Smart Data Collective

AI is a clear gamechanger in the financial sector. A number of credit card companies are finding novel ways to apply AI to streamline many of their processes and offer higher quality services to their customers.

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8 pressing needs for CIOs in 2024

CIO Business Intelligence

With the merging of operational efficiency and embracing new technologies, today’s CIOs are under increasing pressure to do more with less and become both technologists and business leaders, says Sunny Azadeh, CIO at digital services company GlobalLogic. “In a world underpinned by change, it remains constant that digital transformation must be a core organizational competency,” she says.

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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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2023: The Crazy AI Year

KDnuggets

The year of Generative AI - let’s go through what happened in the past 12 months.

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Artists Develop Tools to Fight AI Copycats

Analytics Vidhya

In the era of artificial intelligence (AI), artists are facing a unique challenge—AI copycats capable of replicating their distinctive styles. This alarming trend has prompted artists to join forces with researchers to develop innovative tech solutions, ensuring the protection of their creative works. This article discusses the latest tools developed to fight such AI copycats. […] The post Artists Develop Tools to Fight AI Copycats appeared first on Analytics Vidhya.

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10 Ways Medicaid Recipients Can Benefit from Data Mining

Smart Data Collective

Data mining technology has significantly disrupted the way many people live. We talked about how many companies are mining customer data to provide higher quality services to them. However, customers can benefit from data mining as well.

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IT leaders explore footing amid shifting needs and the AI power struggle

CIO Business Intelligence

While 2023 brought on many changes to IT departments around the world, by far the biggest surprise was generative AI. Many technology leaders already worked with AI for over a decade for things like predictive maintenance and supply chain planning. Some even implemented their own virtual personal assistants (VPAs), which included at least natural language processing—and sometimes more intelligence than that.

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Get Better Network Graphs & Save Analysts Time

Many organizations today are unlocking the power of their data by using graph databases to feed downstream analytics, enahance visualizations, and more. Yet, when different graph nodes represent the same entity, graphs get messy. Watch this essential video with Senzing CEO Jeff Jonas on how adding entity resolution to a graph database condenses network graphs to improve analytics and save your analysts time.

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Statistics and Probability for Data Analysis (In Plain English!)

Dataiku

As time has passed and the analytics & data science landscapes have evolved, so have the different breeds of data scientists. One crop of people — who may not refer to themselves as citizen data scientists — are those who are proficient at working with data, solving problems, and delivering business insights. These non-data experts use data analysis tools and techniques to gain insights from data.

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Deep Learning Used to Discover Antibiotics to Combat Drug-Resistant Bacteria

Analytics Vidhya

In a significant breakthrough, researchers at MIT have harnessed the power of artificial intelligence (AI) to identify a novel class of antibiotics. The research led by Dr. James J. Collins and Dr. Felix Wong offers hope in the battle against drug-resistant bacteria. Their revolutionary approach utilizes explainable deep learning to identify compounds capable of combating […] The post Deep Learning Used to Discover Antibiotics to Combat Drug-Resistant Bacteria appeared first on Analytics V

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Can Data Analytics Help with Professional Branding?

Smart Data Collective

There are a lot of benefits of using data analytics technology when you are running a company that is trying to reach new customers. Data analytics is playing a huge role in helping companies improve their marketing strategies.

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What is GRC? The rising importance of governance, risk, and compliance

CIO Business Intelligence

The need to manage risk, adhere to regulations, and establish processes to govern those tasks has been part of running an organization as long as there have been businesses to run. But those tasks have become increasingly critical to organizational success in the modern era, as the number of laws, the complexity of doing business, the types of risks, and the use of technology have exploded in recent decades.

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Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You Need to Know

Speaker: Timothy Chan, PhD., Head of Data Science

Are you ready to move beyond the basics and take a deep dive into the cutting-edge techniques that are reshaping the landscape of experimentation? 🌐 From Sequential Testing to Multi-Armed Bandits, Switchback Experiments to Stratified Sampling, Timothy Chan, Data Science Lead, is here to unravel the mysteries of these powerful methodologies that are revolutionizing how we approach testing.

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Back to Basics Pathway

KDnuggets

Kickstart your 2024 with KDnuggets Back to Basics Data Science pathway!

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How to do One Hot Encoding? Transform Your Categorical Data!

Analytics Vidhya

Introduction In the bustling world of machine learning, categorical data is like the DNA of our datasets – essential yet complex. But how do we make this data comprehensible to our algorithms? Enter One Hot Encoding, the transformative process that turns categorical variables into a language that machines understand. In this blog, we’ll decode the […] The post How to do One Hot Encoding?

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Testing Auto-Post to LinkedIn

Data Science 101

This is a test blog post. I wrote an Azure Function to pull content from my blog and auto-post the content to LinkedIn. If you are on LinkedIn and you are reading this post, it worked successfully.

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The only CIO resolution that matters

CIO Business Intelligence

In many communities, December is a month set aside for reflection. To wit, across nearly every discipline, one finds magnum opuses entitled “Lessons Learned” or “The Year in Review” as the year draws to a close. Such exercises are valuable but anachronistic. Perhaps in an age when our forebears huddled around campfires waiting for warmer weather annual reviews were the optimal way to accumulate knowledge and empower human agency.

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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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ESG: From Niche Activity to Core Priority for All Financial Players

Dataiku

Over the past 15 years, evaluating Environmental, Social, and Governance — or ESG — criteria has gradually evolved from being a niche activity to becoming a major trend for the entire financial industry. The growing regulation in the space combined with the constant pressure from investors and end customers and proven materiality of climate change are acting as powerful catalysts of a deep transformation of the financial industry, impacting all players: banks, asset managers, insurers, and other

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Microsoft Leaps into AI Integration with Upcoming Surface Pro 10 and Laptop 6

Analytics Vidhya

In a dynamic move towards innovation, Microsoft is set to redefine the landscape of personal computing with its highly anticipated releases, the Surface Pro 10 and Surface Laptop 6. These devices promise not only a hardware upgrade but a revolutionary integration of Artificial Intelligence (AI), marking a significant leap in the tech giant’s product lineup. […] The post Microsoft Leaps into AI Integration with Upcoming Surface Pro 10 and Laptop 6 appeared first on Analytics Vidhya.

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Patient engagement analytics: It’s measurable!

ScienceSoft

We show the way into transforming abstract patient engagement concept into a measurable value unlocking multiple opportunities for healthcare providers.

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Working on Posting Videos from the Blog to LinkedIn

Data Science 101

Attempting to get a video post from my blog to appear on LinkedIn. Hopefully, you get to see this on LinkedIn.

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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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Parameter Efficient LLM Fine-Tuning

Dataiku

In the first article of our technical series for new year preparedness, delve into the world of parameter efficient fine-tuning and its benefits.

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Apple Prepares for Breakthrough in AI in 2024 with Apple GPT, Ajax, and iOS 18

Analytics Vidhya

In a move set to redefine the landscape of artificial intelligence, Apple is gearing up to introduce groundbreaking technology to its iOS devices. The Apple GPT project, a brainchild of the tech giant, aims to overcome the memory limitations on iPhones and iPads. It ushers in a new era of advanced AI capabilities. Recent developments, […] The post Apple Prepares for Breakthrough in AI in 2024 with Apple GPT, Ajax, and iOS 18 appeared first on Analytics Vidhya.

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Top 10 countries attracting international tech talent

CIO Business Intelligence

Making an international move can be dauting — but moving for a new job can take some of the pressure off. Using your skills and expertise to land a job in another country can offer a unique opportunity to experience different cultures and travel, while maintaining your resume. And with tech talent in high demand around the world, enterprises are increasing efforts to recruit international tech talent and open tech hubs in foreign countries.

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The KDnuggets 2023 Cheat Sheet Collection

KDnuggets

KDnuggets has brought together all of its in-house cheat sheets from 2023 in this single, convenient location. Have a look to make sure you didn't miss out on anything over the year.

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Manufacturing Sustainability Surge: Your Guide to Data-Driven Energy Optimization & Decarbonization

Speaker: Kevin Kai Wong, President of Emergent Energy Solutions

In today's industrial landscape, the pursuit of sustainable energy optimization and decarbonization has become paramount. Manufacturing corporations across the U.S. are facing the urgent need to align with decarbonization goals while enhancing efficiency and productivity. Unfortunately, the lack of comprehensive energy data poses a significant challenge for manufacturing managers striving to meet their targets.