Analytics Vidhya
APRIL 28, 2023
Introduction If you work with programming languages and are familiar with Python, you must have had a brush with Pandas, a robust yet flexible data manipulation and analysis library. It was founded by Wes McKinney in 2008. Its value in the data analysis market cannot be overstated, as it has become the go-to tool for […] The post Pandas 2.0 appeared first on Analytics Vidhya.
CIO Business Intelligence
APRIL 28, 2023
Data about who owes how much to whom is at the core of any bank’s business. At Bank of New York Mellon, that focus on data shows up in the org chart too. Chief Data Officer Eric Hirschhorn reports directly to the bank’s CIO and head of engineering, Bridget Engle, who also oversees CIOs for each of the bank’s business lines. “It’s very purposeful because a lot of the opportunities for us around data require tight integration with our technology,” says Hirschhorn.
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Analytics Vidhya
APRIL 28, 2023
Mastering Prompt Engineering With OpenAI’s ChatGPT OpenAI is a cutting-edge artificial intelligence research organization backed by Microsoft. It has introduced a new short course on prompt engineering for developers utilizing its state-of-the-art language model, ChatGPT. The course, led by acclaimed AI expert and Coursera co-founder Andrew Ng, aims to assist developers in crafting more effective […] The post OpenAI with Andrew Ng Launches Course on Prompt Engineering (Limited Free T
KDnuggets
APRIL 28, 2023
This article is meant to help you understand the art of data visualization and how to apply it to your work.
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.
Analytics Vidhya
APRIL 28, 2023
In today’s fast-paced world, people demand quick and efficient solutions to their problems. With the advent of artificial intelligence (AI), businesses now use chatbots to provide their customers with an always-available virtual assistant. Call Annie is one such example of an AI-powered chatbot that can converse with users at any time of the day.
CIO Business Intelligence
APRIL 28, 2023
More countries are adopting laws designed to protect the privacy of citizens and local entities by defining how data can be securely collected, stored, and used. Many organisations are re-evaluating how to comply with the changing geo-political landscape and privacy/security regulations, which requires defining some relevant concepts: Digital sovereignty – the ability to have full control over your own digital destiny – the data, hardware, and software that you rely on and create 1 …in other wor
Data Leaders Brief brings together the best content for data, strategy, and BI professionals from the widest variety of industry thought leaders.
CIO Business Intelligence
APRIL 28, 2023
Continuing with current cloud adoption plans is a risky strategy because the challenges of managing and securing sensitive data are growing. Businesses cannot afford to maintain this status quo amid rising sovereignty concerns. Some 90% of organisations in Europe and 88% in the Middle East, Turkey, and Africa (META) now use cloud technology, which is a keystone for digital transformation – according to an IDC InfoBrief, sponsored by VMware.
Analytics Vidhya
APRIL 28, 2023
Boston Dynamics is a renowned engineering and robotics company. It has recently captured the world’s attention with its latest video release, featuring Spot, the robot dog. The robot dog performs new tricks powered by OpenAI’s ChatGPT, an artificial intelligence (AI) tool. Boston Dynamics is known for its viral videos of futuristic robots demonstrating impressive feats […] The post Robot with ChatGPT As It’s Brain Unveiled appeared first on Analytics Vidhya.
AWS Big Data
APRIL 28, 2023
You can now use Amazon Managed Streaming for Apache Kafka (Amazon MSK) multi-VPC private connectivity (powered by AWS PrivateLink ) and cluster policy support for MSK clusters to simplify connectivity of your Kafka clients to your brokers. Amazon MSK is a fully managed service that makes it easy for you to build and run applications that use Kafka to process streaming data.
Analytics Vidhya
APRIL 28, 2023
Introduction Welcome to the revolutionary DataHour sessions, where you can elevate your understanding of data-driven technologies, including Data Science, to the next level. Bid farewell to tedious sessions which put you to sleep as we introduce a refreshing approach to learning. Our sessions cover various topics, from evaluating your Machine Learning model to an overview […] The post Let’s Be DataHour Ready With Upcoming Sessions appeared first on Analytics Vidhya.
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.
KDnuggets
APRIL 28, 2023
John Snow Labs recently released a new LLM called BioGPT-JSL and capabilities tuned specifically to the medical domain. This article summarizes three things you should know about it.
Analytics Vidhya
APRIL 28, 2023
Imagine sitting in front of your computer, staring at a blank screen, trying to come up with the perfect headline for your article or the ideal caption for your social media post. You’re drawing a blank, and the deadline is fast approaching. Suddenly, you remember the power of generative AI, a technology that can help […] The post Top 10 Impactful Applications of AI Across Industries appeared first on Analytics Vidhya.
KDnuggets
APRIL 28, 2023
Reduce LLM prediction error by 37% via data-centric AI.
Analytics Vidhya
APRIL 28, 2023
E In a groundbreaking development, the European Union is working towards introducing the world’s first comprehensive laws governing generative AI tools like ChatGPT. As part of the early EU agreement, companies deploying these technologies must disclose any copyrighted material used during development. The European Commission drafted the AI Act nearly two years ago.
Speaker: Aarushi Kansal, AI Leader & Author and Tony Karrer, Founder & CTO at Aggregage
Software leaders who are building applications based on Large Language Models (LLMs) often find it a challenge to achieve reliability. It’s no surprise given the non-deterministic nature of LLMs. To effectively create reliable LLM-based (often with RAG) applications, extensive testing and evaluation processes are crucial. This often ends up involving meticulous adjustments to prompts.
CIO Business Intelligence
APRIL 28, 2023
Skandia consists of several different companies, of which insurance and banking are the two largest. The insurance business has old roots: the pension company was started as early as 1855, while the bank only started in 1994, yet it was first as a purely telephone bank. In light of this, the technical basis on which each company rests is very different.
Analytics Vidhya
APRIL 28, 2023
Introduction Apache Kafka is an open-source publish-subscribe messaging application initially developed by LinkedIn in early 2011. It is a famous Scala-coded data processing tool that offers low latency, extensive throughput, and a unified platform to handle the data in real-time. It is a message broker application and a logging service that is distributed, segmented, and […] The post A Detailed Guide of Interview Questions on Apache Kafka appeared first on Analytics Vidhya.
CIO Business Intelligence
APRIL 28, 2023
Data velocity – how quickly data is generated and moved – is the key to achieving any number of business outcomes. But it’s especially important in customer experience, according to IDC’s Marci Maddox, Research Vice President Digital Experience Strategies, and Aly Pinder, Research Vice President Aftermarket Services Strategies. “We’re finding that the customer experience is the first or second priority for digital leaders today,” Maddox said during a recent Foundry webinar with Pinder.
Analytics Vidhya
APRIL 28, 2023
Introduction Predicting patient outcomes is critical to healthcare management, enabling hospitals to optimize resources and improve patient care. Machine learning algorithms or deep learning techniques have proven valuable in survival prediction rates, offering insights that can help guide treatment plans and prioritize resources. In this captivating blog, I promise to make you all delve into […] The post Transforming Healthcare: Project-based Deep Learning-Powered Survival Prediction appe
Speaker: Margaret-Ann Seger, Head of Product, Statsig
Experimentation is often seen as an aspirational practice, especially at smaller, fast-moving companies who are strapped for time and resources. So, how can you get your team making decisions in a more data-driven way while continuing to remain lean and maintaining ship velocity? In this webinar, Margaret-Ann Seger, Head of Product at Statsig, will teach you how to build an experimentation culture from the ground-up, graduating from just getting started with data-driven development to operating
Smarten
APRIL 28, 2023
Mobile BI Can Support Your Productivity Goals! According to AON, engaged teams achieve 17% higher productivity, 21% greater profitability, and 10% higher customer ratings. An increase in employee engagement can increase retention rates by up to 87%. If you are considering implementing a mobile BI solution to expand your business intelligence and analytics capabilities or if your business wants to implement mobile business intelligence to begin a self-serve analytics journey, you might add a prod
CIO Business Intelligence
APRIL 28, 2023
The IT industry has recently seen some interesting activity from global hyperscale cloud providers surrounding their cloud sovereignty ambitions, and their scrutiny by the regulators covering some basics compliance requirements, like the European Union’s (EU) General Data Protection Regulation (GDPR). Firstly, AWS made a public pledge called the “AWS Digital Sovereignty Pledge”, consisting of a commitment to provide “the most advanced set of sovereignty controls and features available in the c
Dataiku
APRIL 28, 2023
This article is based on the 2022 Dataiku Frontrunner Awards submission from Snow Fox Data, a division of Excelion Partners. The original authors are Ryan Moore, Head of Solutions and Delivery, and Tony Olson, Head of Strategy and Partnerships. Through the Dataiku Partner Ecosystem , organizations across industries and locations deliver value and innovation to customers alongside Dataiku.
CIO Business Intelligence
APRIL 28, 2023
Staying in control and securing your data has never been more important. As data privacy regulations continue to evolve, businesses have had to adapt how and where they store data. The EU’s General Data Protection Regulation (GDPR) has been the most newsworthy, requiring all businesses that operate in or have customers in the EU to change how they handle personal data.
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“Reimagined: Building Products with Generative AI” is an extensive guide for integrating generative AI into product strategy and careers featuring over 150 real-world examples, 30 case studies, and 20+ frameworks, and endorsed by over 20 leading AI and product executives, inventors, entrepreneurs, and researchers.
datapine
APRIL 28, 2023
Table of Contents 1) What Are Data Types? 2) The Need For Data Types 3) List Of Common Data Types a) Primitive Data Types b) Composite Data Types c) Abstract Data Types In our digitally-driven age, data is permeating every industry and business function at an increasing pace. In fact, it is estimated that approximately 328.77 million terabytes of data are generated every day.
AWS Big Data
APRIL 28, 2023
AWS Glue is a serverless data integration service that makes it simple to discover, prepare, and combine data for analytics, machine learning (ML), and application development. You can use AWS Glue to create, run, and monitor data integration and ETL (extract, transform, and load) pipelines and catalog your assets across multiple data stores. One of the most common questions we get from customers is how to effectively monitor and optimize costs on AWS Glue for Spark.
CIO Business Intelligence
APRIL 28, 2023
As recently spotlighted at VMware Explore US, Sovereign Cloud continues to gain momentum. Sovereign Cloud business estimated the total addressable market (TAM) will be $60bn by 2025, in no small part due to the rapid increase of data privacy laws (currently 145 countries have data privacy laws) and the complexity of compliance in highly regulated industries.
AWS Big Data
APRIL 28, 2023
This is a guest post co-written with Jonatan Selsing and Moses Arthur from Novo Nordisk. This is the second post of a three-part series detailing how Novo Nordisk , a large pharmaceutical enterprise, partnered with AWS Professional Services to build a scalable and secure data and analytics platform. The first post of this series describes the overall architecture and how Novo Nordisk built a decentralized data mesh architecture, including Amazon Athena as the data query engine.
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Are you trying to decide which entity resolution capabilities you need? It can be confusing to determine which features are most important for your project. And sometimes key features are overlooked. Get the Entity Resolution Evaluation Checklist to make sure you’ve thought of everything to make your project a success! The list was created by Senzing’s team of leading entity resolution experts, based on their real-world experience.
CIO Business Intelligence
APRIL 28, 2023
Simply put, and despite claims customers may hear and/or see in this infant market, the reality is that there is no one-size-fits-all definition to “data sovereignty”, and the true source of the definition to “data sovereignty” as applicable to any workload being contemplated is the legal, policy or guidelines applicable to that data that are prescribing it as a requirement.
AWS Big Data
APRIL 28, 2023
Amazon Redshift is a fast, scalable, secure, and fully managed cloud data warehouse that makes it simple and cost-effective to analyze all your data using standard SQL and your existing ETL (extract, transform, and load), business intelligence (BI), and reporting tools. Tens of thousands of customers use Amazon Redshift to process exabytes of data per day and power analytics workloads such as BI, predictive analytics, and real-time streaming analytics.
CIO Business Intelligence
APRIL 28, 2023
Amazon’s cloud computing division, AWS, is shifting its focus towards large language models (LLMs) and generative AI -based offerings as it continues to see a downward spiral in overall revenue growth. Amazon Web Services (AWS) posted a 16% year-on-year growth for the first quarter of fiscal year 2023 on the back of a revenue of $21.4 billion. However, this revenue growth is slower compared to the 20%, 27.5%, and 33% growth seen in the fourth quarter , third quarter , and second quarter , respec
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