Sat.Aug 03, 2024 - Fri.Aug 09, 2024

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Neo4j vs. Amazon Neptune: Graph Databases in Data Engineering

Analytics Vidhya

Introduction Managing complicated, interrelated information is more important than ever in today’s data-driven society. Traditional databases, while still valuable, often falter when it comes to handling highly connected data. Enter the unsung heroes of the data world: graph databases. These powerful tools are designed to manage and query intricate data relationships effortlessly.

Database 213
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Klarna’s AI chatbot: how revolutionary is it, really?

The Pragmatic Engineer

The below article was originally published in The Pragmatic Engineer , on 29 February 2024. I am re-publishing it 6 months later as a free-to-read article. This is because the below case is a good example on hype versus reality with GenAI. To get timely analysis like this in your inbox, subscribe to The Pragmatic Engineer. Klarna launched its AI chatbot, built in collaboration with OpenAI, which the company wants to use to eliminate 2/3rds of customer support positions.

IT 200
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Essential Skills for Data Engineers in the Age of AI

Seattle Data Guy

If you work in data, then AI is everywhere at this point. But whether AI is hype or reality doesn’t change the fact that data engineers will play a major role in ensuring that the data sets that are utilized for the growing use cases are usable both by machines and humans. Whether that data… Read more The post Essential Skills for Data Engineers in the Age of AI appeared first on Seattle Data Guy.

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Optimizing Your LLM for Performance and Scalability

KDnuggets

Optimize LLM performance and scalability using techniques like prompt engineering, retrieval augmentation, fine-tuning, model pruning, quantization, distillation, load balancing, sharding, and caching.

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Driving Responsible Innovation: How to Navigate AI Governance & Data Privacy

Speaker: Aindra Misra, Senior Manager, Product Management (Data, ML, and Cloud Infrastructure) at BILL

Join us for an insightful webinar that explores the critical intersection of data privacy and AI governance. In today’s rapidly evolving tech landscape, building robust governance frameworks is essential to fostering innovation while staying compliant with regulations. Our expert speaker, Aindra Misra, will guide you through best practices for ensuring data protection while leveraging AI capabilities.

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Airflow Alternatives for Data Orchestration

Analytics Vidhya

Introduction Apache Airflow is a crucial component in data orchestration and is known for its capability to handle intricate workflows and automate data pipelines. Many organizations have chosen it due to its flexibility and strong scheduling capabilities. Yet, as data requirements change, Airflow’s lack of scalability, real-time processing capabilities, and setup complexity may lead to […] The post Airflow Alternatives for Data Orchestration appeared first on Analytics Vidhya.

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How to Solve Data Engineering Problems

Confessions of a Data Guy

One thing I find myself doing these days (I am unsure how I feel about this), is teaching others to solve problems … Data Engineering problems to be specific. It’s not a hard stretch for most to imagine that what a person does at Senior+ software-type levels is just write good code all day. I […] The post How to Solve Data Engineering Problems appeared first on Confessions of a Data Guy.

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3 Ways of Building Python Projects using GPT-4o

KDnuggets

Learn about essential AI tools that can help you develop Python projects faster and with fewer bugs using natural language.

Python 142
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Evaluating Change Data Capture Tools: A Comprehensive Guide

Data Engineering Weekly

TL;DR Aswin and I are thrilled to announce the release of the first version of our comprehensive guide for evaluating Change Data Capture. CDC Evaluation Guide Google Sheet Link: [link] CDC Evaluation Guide Github Link: [link] Change Data Capture (CDC) is a powerful technology in data engineering that allows for continuously capturing changes (inserts, updates, and deletes) made to source systems.

Data Lake 117
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Databricks Clean Rooms for privacy-safe collaboration is in Public Preview

databricks

Fueled by the exponential growth in external data and AI for innovation, organizations across all industries are looking for effective ways to collaborate.

Data 121
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Reimagine Your GIS: From ArcMap to ArcGIS Pro and User Types

ArcGIS

Explore how moving from ArcMap to ArcGIS Pro and user types can make GIS workflows better, improve collaboration, and make big changes within your organization.

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Launching LLM-Based Products: From Concept to Cash in 90 Days

Speaker: Christophe Louvion, Chief Product & Technology Officer of NRC Health and Tony Karrer, CTO at Aggregage

Christophe Louvion, Chief Product & Technology Officer of NRC Health, is here to take us through how he guided his company's recent experience of getting from concept to launch and sales of products within 90 days. In this exclusive webinar, Christophe will cover key aspects of his journey, including: LLM Development & Quick Wins 🤖 Understand how LLMs differ from traditional software, identifying opportunities for rapid development and deployment.

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NumPy for Image Processing

KDnuggets

Start your journey into image processing with NumPy by learning how to import libraries, crop images, rotate and flip images, and more.

Process 133
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Robinhood Reports Second Quarter 2024 Results

Robinhood

Robinhood Markets, Inc. (Nasdaq: HOOD) today reported financial results for the quarter ended June 30, 2024 Read our Q2 2024 earnings press release here. Access more information at investors.robinhood.com. The post Robinhood Reports Second Quarter 2024 Results appeared first on Robinhood Newsroom.

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Harnessing the Power of Databricks Mosaic AI for Image Generation at Rolls-Royce

databricks

Rolls-Royce has witnessed the transformative power of the Databricks Data Intelligence Platform in various AI projects. One example is a collaboration between Rolls-Royce.

Project 107
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DCPerf: An open source benchmark suite for hyperscale compute applications

Engineering at Meta

We are open-sourcing DCPerf, a collection of benchmarks that represents the diverse categories of workloads that run in data center cloud deployments. We hope that DCperf can be used more broadly by academia, the hardware industry, and internet companies to design and evaluate future products. DCPerf is available now on GitHub. Hyperscale and cloud datacenter deployments constitute the largest market share of server deployments in the world today.

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How To Speak The Language Of Financial Success In Product Management

Speaker: Jamie Bernard

Success in product management goes beyond delivering great features - it’s about achieving measurable financial outcomes that resonate across the organization. By connecting your product’s journey with the company’s financial success, you’ll ensure that every feature, release, and innovation contributes to the bottom line, driving both customer satisfaction and business growth.

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10 GitHub Repositories to Master Statistics

KDnuggets

Learn statistics through interactive books, code examples, cheat sheets, guides, and tools documentation.

Coding 139
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#ClouderaLife Employee Spotlight: Stephanie Han

Cloudera

In this Employee Spotlight, we sat down with Stephanie Han to learn about her tenure at Cloudera, her journey from accounting to leading diversity, equality & inclusion (DEI) programs, and her impressive volunteer work. Meet Stephanie Han Stephanie is a Senior Program Manager in the HR team at Cloudera. She’s been with the company since 2019 and plays a key role in a variety of employee-centric initiatives including Cloudera’s employee volunteering program , talent management program, a

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Announcing the General Availability of Row and Column Level Security with Databricks Unity Catalog

databricks

Row filters and column masks control data access by filtering rows and masking column values using SQL UDFs in database queries.

SQL 118
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Agile vs DevOps: What are the Top Differences?

Knowledge Hut

When speaking of software development, Agile and DevOps are two methodologies that are worth mentioning. Both these software development methodologies aids in efficient and quick software development. Although companies are embracing the use of both these methodologies, there is a lot of confusion about which of the two can deliver the best results.

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What Is Entity Resolution? How It Works & Why It Matters

Entity Resolution Sometimes referred to as data matching or fuzzy matching, entity resolution, is critical for data quality, analytics, graph visualization and AI. Learn what entity resolution is, why it matters, how it works and its benefits. Advanced entity resolution using AI is crucial because it efficiently and easily solves many of today’s data quality and analytics problems.

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5 Python Tips for Data Efficiency and Speed

KDnuggets

Want to write better Python code? Get one step closer with this tutorial on writing maintainable, faster, and memory-efficient Python code.

Python 116
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Introducing the New Confluent Cloud Homepage UI: Enhancing User Experience

Confluent

The new Confluent Cloud Homepage UI adds many features including Clusters/Topics modals, health indicators, favorites, recently visited, recommended actions, & more.

Cloud 67
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Elevating Data Intelligence: Key Insights from Industry Leaders on Data and AI

databricks

In today's rapidly evolving technological landscape, the intersection of data and artificial intelligence (AI) has become a critical focus for organizations across industries.

Data 74
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Beyond the Hype: Is observability just the new name for system monitoring? by Oliver Cronk

Scott Logic

In this episode, I’m joined for a discussion on observability by Scott Rowan, Senior Developer at Scott Logic, and Daniel Gomez Blanco, Principal Engineer at Skyscanner and a member of the Open Telemetry Governance Committee. The conversation explores what observability means in modern distributed software architectures, how it differs from traditional monitoring, and the challenges of implementing observability at scale.

Systems 59
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Provide Real Value in Your Applications with Data and Analytics

The complexity of financial data, the need for real-time insight, and the demand for user-friendly visualizations can seem daunting when it comes to analytics - but there is an easier way. With Logi Symphony, we aim to turn these challenges into opportunities. Our platform empowers you to seamlessly integrate advanced data analytics, generative AI, data visualization, and pixel-perfect reporting into your applications, transforming raw data into actionable insights.

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Tick-Tock: Using Pendulum For Easy Date And Time Management In Python

KDnuggets

Explore Python's Pendulum library for simplified date & time handling and timezone management.

Python 118
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Streaming BigQuery Data Into Confluent in Real Time: A Continuous Query Approach

Confluent

Using SQL-based BigQuery Continuous Queries w/Confluent lets you stream your warehouse data in real-time, sending it downstream for analytics use cases & more.

SQL 64
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Podcast: DataOps, Observability, and The Cure for Data Team Blues on DataTalks.Club

DataKitchen

Enjoy the videos and music you love, upload original content, and share it all with friends, family, and the world on YouTube.

Data 76
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Drug Discovery with Gen AI for faster, Safer Pharmaceuticals

RandomTrees

For disease prevention and treatment purposes, new drug discoveries are essential in healthcare. However, traditional drug discovery methods are usually time-consuming, costly, and with setbacks. A ground-breaking technology called Generative Artificial Intelligence (Gen AI) is revolutionizing the pharmaceutical sector. Gen AI can hasten the process of finding new drugs, making it faster, more efficient, and safer.

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Generative AI Deep Dive: Advancing from Proof of Concept to Production

Speaker: Maher Hanafi, VP of Engineering at Betterworks & Tony Karrer, CTO at Aggregage

Executive leaders and board members are pushing their teams to adopt Generative AI to gain a competitive edge, save money, and otherwise take advantage of the promise of this new era of artificial intelligence. There's no question that it is challenging to figure out where to focus and how to advance when it’s a new field that is evolving everyday. 💡 This new webinar featuring Maher Hanafi, VP of Engineering at Betterworks, will explore a practical framework to transform Generative AI pr

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7 AI Portfolio Projects to Boost the Resume

KDnuggets

Get noticed by recruiters and hiring managers by creating and documenting the following AI projects.

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Page Factory in Selenium: Everything You need to know

Edureka

Page factories are one of the compelling design patterns that strengthen Selenium’s POM framework. This article will discuss the concept of Page Factory in Selenium, its benefits, and how they could be implemented within Selenium WebDriver. We will consider the review with the Page Object Model and provide a well-pointed guide on utilizing Page Factory in your Selenium projects.

Coding 52
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The Ultimate Guide to AWS Glue ETL in 2024

Hevo

What is AWS Glue AWS Glue is a serverless integration service that provides a simple, faster, and cheaper approach to discovering, preparing, and integrating data for modern ETL(Extract, Transform & Load) pipelines. Hence, data can be Extracted from the source, Transformed the way it is required, and Loaded into the data warehouse.

AWS 52
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Data Synchronization with Dynamic Procedures

Cloudyard

Read Time: 2 Minute, 19 Second In our recent projects, we encountered significant issues related to data synchronization across multiple business units. Different departments, each managing their own data structures, often introduced new columns or modified existing ones in their tables. These frequent changes led to numerous challenges: Inconsistent Data Integration: The varying schemas created difficulties in integrating data consistently across different systems.

Data 52
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The AI Superhero Approach to Product Management

Speaker: Conrado Morlan

In this engaging and witty talk, industry expert Conrado Morlan will explore how artificial intelligence can transform the daily tasks of product managers into streamlined, efficient processes. Using the lens of a superhero narrative, he’ll uncover how AI can be the ultimate sidekick, aiding in data management and reporting, enhancing productivity, and boosting innovation.