Mon.Oct 30, 2023

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Training LLMs at Scale with AMD MI250 GPUs

databricks

Introduction Four months ago, we shared how AMD had emerged as a capable platform for generative AI and demonstrated how to easily and.

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Data Warehouses vs. Data Lakes vs. Data Marts: Need Help Deciding?

KDnuggets

A comparative overview of data warehouses, data lakes, and data marts to help you make informed decisions on data storage solutions for your data architecture.

Data Lake 125
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Big Book of MLOps Updated for Generative AI

databricks

Last year, we published the Big Book of MLOps, outlining guiding principles, design considerations, and reference architectures for Machine Learning Operations (MLOps). Since.

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Top 10 AI Startups to Work for in India

KDnuggets

Want to jumpstart your career in AI? Discover the top 10 trailblazing Indian startups that are reshaping industries with cutting-edge innovation and providing unparalleled opportunities to work on impactful projects.

Project 98
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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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Six Sigma Green Belt vs PMP: What’s the Difference

Knowledge Hut

There are various certifications that professionals can earn to enhance their career growth. Project Management Professional Certification and the Six Sigma certification are two of the most popular certifications in this category. These certifications equip candidates with the necessary knowledge and skills to generate better business outcomes using different approaches.

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Thought Propagation: An Analogical Approach to Complex Reasoning with Large Language Models

KDnuggets

Thought Propagation is a prompt engineering technique that instructs LLMs to identify and tackle a series of problems that are similar to the original query, and then use the solutions to these similar problems to either directly generate a new answer or formulate a detailed action plan that refines the original solution.

More Trending

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Part Two: What’s new in ArcGIS Data Interoperability at Pro 3.2

ArcGIS

Part Two: ArcGIS Data Interoperability at Pro 3.2 brings new functionality and optimizations for your no-code integrations.

Coding 65
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Mitigating prompt injections on Generate AI systems by Doro Hinrichs

Scott Logic

We demonstrate our web app used for experimenting with different types of prompt injection attacks and mitigations on LLMs and how easy it can be to hack GPT through malicious prompts.

Systems 52
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To defer or to clone, that is the question

dbt Developer Hub

Hi all, I’m Kshitij, a senior software engineer on the Core team at dbt Labs. One of the coolest moments of my career here thus far has been shipping the new dbt clone command as part of the dbt-core v1.6 release. However, one of the questions I’ve received most frequently is guidance around “when” to clone that goes beyond the documentation on “how” to clone.

BI 52
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Power BI Developer Roles and Responsibilities [2023 Updated]

Knowledge Hut

Ever wondered why Power BI developers are widely sought after by businesses all around the world? The answer to this is simple. For any organization to grow, it requires business intelligence reports and data to offer insights to aid in decision-making. This data and reports are generated and developed by Power BI developers. A Power BI developer is a business intelligence personnel who thoroughly understands business intelligence, data integration, data warehousing, modeling, database administr

BI 52
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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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The Objective Vein: Visualizing the Current of Cash Flow

FreshBI

In the dynamic world of business, cash flow is the unseen channel guiding the currents of day-to-day operations, innovation, and expansion. Understanding the movement of money is more than just a fiscal exercise; it's a visual rendering of information rooted in objectivity. How can one cultivate a keen understanding of cash flow to propel a business forward if they cannot, at any moment, see the objective in real time and ask, what if ?

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Top 10 Benefits of CISSP Certification in 2023

Knowledge Hut

Nowadays, every organization is afraid of cyber-attacks, and they need someone to shield them from such threats. This is a grave responsibility, and organizations cannot compromise by entrusting it with someone inexperienced. The primary way to gauge someone's expertise is by looking at their qualifications and what they must showcase in terms of their skills.

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Why We Redesigned Our Website

Mutt Data

Why Did We Redesign Our Website? In the dynamic realm of technology startups, change isn’t a phase; it’s a constant. Embracing change doesn’t just mean striving to enhance our offerings, products, services or customer experiences but also improving how we communicate our exciting journey and all the cool things we can do. Why Now? Our company has experienced consistent growth.

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AWS SysOps Administrator Salary in 2023 [Complete Earnings]

Knowledge Hut

As an increasing number of companies are using cloud infrastructure to manage, store, and process their data, the demand for cloud professionals is on the rise. Now, when it comes to choosing a cloud computing platform, a majority of businesses go for Amazon Web Services (AWS). Thus, there is a high demand for system administrators who can operate and manage the AWS platform and applications.

AWS 52
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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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What’s new in ArcGIS Data Interoperability at Pro 3.2

ArcGIS

This ArcGIS Data Interoperability release brings new functionality and optimizations for your no-code integrations.

Data 47
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Release Train Engineer (RTE) Exam Guide [With Expert Tips]

Knowledge Hut

I suggest following these steps to pass the SAFe­® Release Train (RTE) Exam. Firstly, there are no specific prerequisites for this exam. However, it is advised to have prior experience participating in at least one Agile Re­lease Train (ART) and Program Increme­nt (PI), as well as holding a current SAFe® ce­rtification.

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Collect Logs and Traces From Your Snowflake Applications With Event Tables

Snowflake

We are excited to announce the general availability of Snowflake Event Tables for logging and tracing, an essential feature to boost application observability and supportability for Snowflake developers. In our conversations with developers over the last year, we’ve heard that monitoring and observability are paramount to effectively develop and monitor applications.

Java 95
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How to Become a Product Owner from Developer in 2023?

Knowledge Hut

The role of a product owner has grown more important in the fast-paced world of the software business. The Bureau of Labor Statistics (BLS) in the United States predicts a 10% increase in computer and information system product owners in the next ten years. This highlights the rising demand for developers to become product owners, serving the link between technological growth and meeting customer expectations in this changing market.

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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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Getting ready for AI in government: a guide for data-literate leaders by Jessica McEvoy

Scott Logic

There’s a lot of hype around the benefits and use cases of AI, especially since OpenAI’s ChatGPT was released at the end of last year. This hype is one of the things that makes it quite hard to predict the long-term versus short-term potential of AI to change key aspects of how the public sector operates. I’m deeply suspicious of the folk out there who are making absolute declarations about when these changes will take place, but one thing is true: with the proliferation of AI tools that give hu

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How to Become an Electrical Project Manager [In 5 Easy Steps]

Knowledge Hut

Project management is one of the most in-demand domain, which requires excellent leadership and organizational skills. They oversee every activity during the project and ensure everything is inching closer to the desired organizational goals. Professionals who plan to work in this domain opt for various Accredited Project Management courses to refine their skills and prove their hold and expertise.

Project 52
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5 Benefits of Using a Managed Service Provider

Precisely

In his classic business book “Good to Great,” author Jim Collins described what he calls “the hedgehog concept.” It asserts that to be successful, businesses should focus on one thing that they can do better than anyone else in the world. They should outsource or discontinue everything else. A managed service provider (MSP) make that possible. Many organizations turn to MSPs to simplify, streamline, and improve the quality of their operations.

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CISSP-ISSMP Certification Salary in 2023: Complete Earnings

Knowledge Hut

As ubiquitous digitization takes hold, concerns regarding cybercrime and data security are escalating. In this scenario, demand for people with knowledge of data privacy regulations, security across digital platforms, computer forensics, and hacking is rising. Consequently, the data security industry has become a breeding ground for certified professionals with systems and cyber security expertise.

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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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5 Benefits of Using a Managed Service Provider

Precisely

In his classic business book “Good to Great,” author Jim Collins described what he calls “the hedgehog concept.” It asserts that to be successful, businesses should focus on one thing that they can do better than anyone else in the world. They should outsource or discontinue everything else. A managed service provider (MSP) make that possible. Many organizations turn to MSPs to simplify, streamline, and improve the quality of their operations.

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How to Pass the CISSP Exam on Your 1st Attempt in 2023?

Knowledge Hut

Are you an IT specialist looking to prove your academic knowledge and hands-on expertise in IT security? If so, the Certified Information Systems Security Professional (CISSP) certification is your golden ticket. Started by the International Information Systems Security Certification Consortium (ISC) 2 , the CISSP certification is the pinnacle of achievement in the world of IT security.

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Top 12 NLP Project Ideas in 2023 [with Source Code]

Knowledge Hut

Natural Language Processing or NLP is a part of Machine Learning focusing on spoken language with loads of data. Interactions between people and machines using natural language are the subject of the interdisciplinary field of natural language processing (NLP). NLP has a wide use in industry like conversational voice assistants (Amazon Alexa, Apple Siri) use NLP, as do sentiment analysis tools (Amazon recommendations), language translation tools (Google Translate, IBM Watson) etc and so on.

Coding 52
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Power BI Resume for 2023: Samples & Templates [Guide + Tips]

Knowledge Hut

In today's highly competitive world, career growth depends on showcasing your skills effectively. Microsoft Power BI training is a super-smart data assistant that helps people make sense of vast amounts of information. Imagine being able to make data-driven decisions confidently. That's what Power BI empowers you to do. It's like having a map of an unfamiliar city, so you won't get lost in the data maze.

BI 52
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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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Top Deep Learning Projects Ideas in 2023 (For Beginners & Advanced) 

Knowledge Hut

In recent years, the field of deep learning has gained immense popularity and has become a crucial subset of artificial intelligence. This branch of AI trains artificial neural networks to perform complex tasks such as image classification, speech recognition, and prediction. Data Science aspirants should learn Deep Learning after taking a Data Science certificate online , which would enhance their skillset and create more opportunities for them.

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30 Stunning Free React Templates for Your Next React Project

Knowledge Hut

Templates are pretty useful. They are a perfect way to start projects and can save time on basic setup and configuration tasks. We may also improve them by using technologies that, by default, encourage healthy habits and processes, making it easier to make the "correct" choices. This saves time and mental capacity because these duties are no longer present, allowing you to focus on creating code.

Project 52
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Is DevOps Certification Worth It?

Knowledge Hut

IT certifications have always served as the benchmark for assessing professionals’ ability to exploit technology and offer something which proves that the candidates are proficient with the required skills in the workplace. However, many such certifications are available and it’s hard to measure the softer, less-tangible skills that managers require with such certifications.

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12 Big Data Project Topics with Source Code 2023

Knowledge Hut

Big data and Artificial Intelligence have been thriving in recent years, and the emphasis on these technologies will propel them to new heights. Companies have realized the value of big data, and various opportunities are knocking on your door. It is the ideal moment to begin working on your big data project if you are a big data student in your final year.

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How to Leverage AI for Actionable Insights in BI, Data, and Analytics

In the rapidly-evolving world of embedded analytics and business intelligence, one important question has emerged at the forefront: How can you leverage artificial intelligence (AI) to enhance your application’s analytics capabilities? Imagine having an AI tool that answers your user’s questions with a deep understanding of the context in their business and applications, nuances of their industry, and unique challenges they face.