Wed.Jan 17, 2024

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Capgemini and AWS Strengthen Ties for Widespread Generative AI Adoption

Analytics Vidhya

Capgemini and Amazon Web Services (AWS) have extended their strategic collaboration, accelerating the adoption of generative AI solutions across organizations. The multi-year agreement focuses on helping clients move beyond experimental stages to full-scale generative AI implementations. They intend to provide smooth transitions addressing challenges such as cost, scale, and trust.

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The AI Playbook: Providing Important Reminders to Data Professionals

TDAN

Eric Siegel’s “The AI Playbook” serves as a crucial guide, offering important insights for data professionals and their internal customers on effectively leveraging AI within business operations.

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Insights on AI from Sam Altman, Satya Nadella and Yann LeCun at WEF 2024

Analytics Vidhya

The World Economic Forum (WEF), known for bringing together the world’s elite, held its annual meeting on January 15th. Some of the most influential figures in technology and business were a part of this event. This year’s gathering saw AI leaders like Sam Altman, Satya Nadella, and Yann LeCun converging to discuss the profound impact […] The post Insights on AI from Sam Altman, Satya Nadella and Yann LeCun at WEF 2024 appeared first on Analytics Vidhya.

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Storytelling for CIOs: From niche to bestseller

CIO Business Intelligence

What do the following quotes have in common? “Call me Ishmael;” “It was a bright cold day in April, and the clocks were striking thirteen;” “I write this sitting in the kitchen sink.” Whether it’s Moby-Dick, Nineteen Eighty-Four, or I Capture the Castle, respectively, these opening lines from classic novels make us want to read on because we are piqued, amused, surprised, or intrigued in some way.

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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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30+ Big Data Interview Questions

Analytics Vidhya

Introduction In the realm of Big Data, professionals are expected to navigate complex landscapes involving vast datasets, distributed systems, and specialized tools. To assess a candidate’s proficiency in this dynamic field, the following set of advanced interview questions delves into intricate topics ranging from schema design and data governance to the utilization of specific technologies […] The post 30+ Big Data Interview Questions appeared first on Analytics Vidhya.

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A history of tech adaptation for today’s changing business needs

CIO Business Intelligence

The best weapon to make decisions in a dynamic world is accurate and relevant information so organizations can carry out strategic plans in the most reliable way. Ipsos, for example, has been offering its more than 5,000 clients an understanding and vision of the actions, opinions, and motivations of millions of citizens, consumers, patients, and employees in order to help them confidently navigate a world in rapid transformation.

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Monitoring Cloudera DataFlow Deployments With Prometheus and Grafana

Cloudera

Cloudera DataFlow for the Public Cloud (CDF-PC) is a complete self-service streaming data capture and movement platform based on Apache NiFi. It allows developers to interactively design data flows in a drag and drop designer, which can be deployed as continuously running, auto-scaling flow deployments or event-driven serverless functions. CDF-PC comes with a monitoring dashboard out of the box for data flow health and performance monitoring.

Metrics 101
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Agriculture & Deep Learning: Improving Soil & Crop Yields

Analytics Vidhya

Introduction Agriculture is more than just a job for many Indians; it’s a way of life. It’s the means through which they support their livelihoods and contribute immensely to India’s economy. Determination of the type of soil that has the clay, sand, and silt particles in the respective proportions is important for suitable crop selection […] The post Agriculture & Deep Learning: Improving Soil & Crop Yields appeared first on Analytics Vidhya.

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Ecco come i CIO affrontano l’X factor dell’IA generativa sul posto di lavoro

CIO Business Intelligence

Nella fretta di stabilire strategie tecniche per mantenere la promessa dell’IA generativa, molti CIO si trovano a dover affrontare quello che potrebbe essere il loro compito più impegnativo: preparare gli utenti finali della loro azienda – dai lavoratori della conoscenza e delle catene di montaggio ai medici, ai commercialisti e agli avvocati – a coesistere con l’IA generativa.

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OpenAI Updates Policy to Allow Military Use and Weapons Development

Analytics Vidhya

OpenAI, a prominent player in the field of artificial intelligence (AI), has recently updated its usage policy, removing explicit prohibitions on military applications. The company’s decision to shift from a specific ban on ‘military and warfare’ and ‘weapons development’ has gotten people concerned about its future plans.

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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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6 Reasons Why a Universal Semantic Layer is Beneficial to Your Data Stack

KDnuggets

Looking to understand the universal semantic layer and how it can improve your data stack? This GigaOm Sonor report on Semantic Layers can help you delve deeper.

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Exception Handling in Python: A Comprehensive Guide to Error Elimination

Analytics Vidhya

Introduction Exception handling is a critical aspect of Python programming that empowers developers to identify, manage, and resolve errors, ensuring robust and error-free code. In this comprehensive guide, we will delve into the world of Python exception handling, exploring its importance, best practices, and advanced techniques. Whether you’re a beginner or an experienced developer, mastering […] The post Exception Handling in Python: A Comprehensive Guide to Error Elimination appe

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Power neural search with AI/ML connectors in Amazon OpenSearch Service

AWS Big Data

With the launch of the neural search feature for Amazon OpenSearch Service in OpenSearch 2.9, it’s now effortless to integrate with AI/ML models to power semantic search and other use cases. OpenSearch Service has supported both lexical and vector search since the introduction of its k-nearest neighbor (k-NN) feature in 2020; however, configuring semantic search required building a framework to integrate machine learning (ML) models to ingest and search.

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HCLTech and SAP Join Forces to Propel Generative AI Adoption

Analytics Vidhya

In a strategic move towards fostering innovation and advancing the adoption of Generative AI (GenAI), HCL Technologies (HCLTech) has announced a collaborative partnership with SAP. The collaboration aims to create cutting-edge solutions, leveraging the strengths of both entities, to drive transformative change across various business sectors. Also Read: Deloitte’s PairD AI Chatbot: Transforming Workflows and […] The post HCLTech and SAP Join Forces to Propel Generative AI Adoption appeared

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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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Enforce fine-grained access control on Open Table Formats via Amazon EMR integrated with AWS Lake Formation

AWS Big Data

With Amazon EMR 6.15, we launched AWS Lake Formation based fine-grained access controls (FGAC) on Open Table Formats (OTFs), including Apache Hudi, Apache Iceberg, and Delta lake. This allows you to simplify security and governance over transactional data lakes by providing access controls at table-, column-, and row-level permissions with your Apache Spark jobs.

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Constructors in Python: Definition, Types, and Rules

Analytics Vidhya

Introduction Constructors are the backbone of Python programming, defining the essence of object-oriented programming (OOP). In this guide, we unravel the complexities of Python constructors, exploring their types, significance, usage, and advanced functionalities. Learn basic of Python here. Importance of Constructors in Python Types of Constructors in Python with Examples Constructors in Python play a […] The post Constructors in Python: Definition, Types, and Rules appeared first on Ana

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How Semantic Vector Search Transforms Customer Support Interactions

KDnuggets

Semantic vector search is an advanced search technique revolutionizes how we interact with information by understanding the true meaning of words, thus leading to more relevant and insightful results.

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ORDER BY Clause in SQL

Analytics Vidhya

Introduction Structured Query Language (SQL) is the backbone of relational database management systems, empowering users to interact with and retrieve information from databases. When working with databases, sorting the data in a specific order is often necessary to make it more meaningful and easier to analyze. This is where the ORDER BY clause in SQL […] The post ORDER BY Clause in SQL appeared first on Analytics Vidhya.

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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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How one IBMer is creating a more sustainable future for the island where he grew up

IBM Big Data Hub

IBM believes in the power of technology and innovation to drive climate solutions, especially for the communities and organizations most impacted by climate change and environmental challenges. At the center of this work is also a commitment to volunteerism, allowing inspired IBMers to combine their talent and skills with passion and purpose. Through the IBM Sustainability Accelerator , a pro-bono social impact program, IBM volunteers donate their time, energy and expertise to help create lastin

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Quiz of the Day (Basic Python Outputs) #10

Analytics Vidhya

Welcome to our brand new quiz series, where we ask 10 thought-provoking AI questions to check your knowledge. Whether you’re a seasoned python professional, an aspiring learner, or someone who loves a good brain teaser, our quizzes cater to all levels of expertise. Join us in the pursuit of continuous learning and test your wits […] The post Quiz of the Day (Basic Python Outputs) #10 appeared first on Analytics Vidhya.

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KDnuggets News, January 17: 4 Steps to Become a Generative AI Developer • Pandas vs. Polars: A Comparative Analysis

KDnuggets

This week on KDnuggets: We cover what a generative AI developer does, what tools you need to master, and how to get started • An in-depth analysis of Python DataFrame library syntax, speed, and usability. which one is best? • And much, much more!

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SQL DATEDIFF function

Analytics Vidhya

Introduction Structured Query Language (SQL) is a powerful tool for managing and manipulating relational databases. Among its arsenal of functions, the DATEDIFF function stands out as a versatile tool for calculating date and time differences. In this blog post, we’ll delve into the intricacies of the SQL DATEDIFF function, exploring its syntax, use cases, and […] The post SQL DATEDIFF function appeared first on Analytics Vidhya.

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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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Chart Snapshot: Alluvial Diagrams + Examples

The Data Visualisation Catalogue

I want to try out writing a series of post that briefly explore a type of visualisation that’s not in the 60 chart reference pages listed on the main part of the website. I already have a long list of charts I want to research and write about, but at the moment it’s too ambitious to go into the depth I would like to go for all of them. Instead, I think it would be good to lightly touch on each of these charts by providing a brief description on them along with some examples.

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Getting Started with Permutation and Combination in Python

Analytics Vidhya

Introduction Combinatorial mathematics is a branch of mathematics that deals with counting, arranging, and selecting objects. It plays a crucial role in various fields, such as probability, statistics, cryptography, and data analysis. In Python, powerful libraries and algorithms allow us to work efficiently with permutations and combinations. In this article, we will explore the fundamentals […] The post Getting Started with Permutation and Combination in Python appeared first on Analytics

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5 FREE Courses on AI with Microsoft for 2024

KDnuggets

Kickstart your AI journey this new year with 5 FREE learning resources from Microsoft.

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COUNT function in SQL

Analytics Vidhya

Introduction Structured Query Language (SQL) is the cornerstone of database management, enabling users to interact with and manipulate data efficiently. One of the fundamental functions in SQL is COUNT, a powerful tool that provides valuable insights into the size of datasets. Counting the number of rows or distinct values in a table is often necessary […] The post COUNT function in SQL appeared first on Analytics Vidhya.

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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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Snowflake: The Future of Advanced AI Is Simple

Dataiku

The below article is an excerpt from our e-magazine "AI in 2024: Hot Takes From Dataiku, Deloitte, & Snowflake" and features insights from Ahmad Khan, Head of AI/ML Strategy at Snowflake.

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Exploring the Frontiers of AI Research and Innovation with Dr. Gautam Shroff

Analytics Vidhya

Introduction In our recent Leading with Data session with Dr. Gautam Shroff, Senior Vice President & Head of Research at Tata Consultancy Services, we delve into the dynamic journey from academia to industry research. Dr. Shroff sheds light on TCS’s AI research evolution, emphasizing the transformative shift from big data to the frontiers of deep […] The post Exploring the Frontiers of AI Research and Innovation with Dr.

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Rocketbook Everyday Planner Review and Demo

Data Science 101

The Rocketbook Everyday Planner is a great way to combine traditional handwriting with the digital world. It can easily transfer your notes from the notebook to your favorite online note storage tool. This also saves the environment and allows your notes to be searched and accessed later. Rocketbook Everyday Planner Features Here is a list of some of the features of the Rocketbook Everyday Planner.

IT 59
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Karnataka Govt Launches Multiple AI-Integrated Solutions to Empower Policing

Analytics Vidhya

The Karnataka Govt introduced advanced AI and ML software applications at a recent police conference to transform crime analysis, investigations, and citizen assistance. The suite includes tools like Police IT-V2, ITPA Saral Mobile App, Chatbot ‘Police Mitra,’ KSPAI for automated case analysis, and Economic Offences Investigation Software, integrating cutting-edge technologies for a revolutionary impact on […] The post Karnataka Govt Launches Multiple AI-Integrated Solutions to

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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.