Thu.Apr 27, 2023

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Improved Alerting with Atlas Streaming Eval

Netflix Tech

Ruchir Jha , Brian Harrington , Yingwu Zhao TL;DR Streaming alert evaluation scales much better than the traditional approach of polling time-series databases. It allows us to overcome high dimensionality/cardinality limitations of the time-series database. It opens doors to support more exciting use-cases. Engineers want their alerting system to be realtime, reliable, and actionable.

Database 115
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ChatGLM-6B: A Lightweight, Open-Source ChatGPT Alternative

KDnuggets

Want to run and fine-tune LLMs on your machine? Learn more about ChatGLM-6B, a lightweight and open-source LLM that you can run locally.

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Running Ray in Cloudera Machine Learning to Power Compute-Hungry LLMs

Cloudera

Lost in the talk about OpenAI is the tremendous amount of compute needed to train and fine-tune LLMs, like GPT, and Generative AI, like ChatGPT. Each iteration requires more compute and the limitation imposed by Moore’s Law quickly moves that task from single compute instances to distributed compute. To accomplish this, OpenAI has employed Ray to power the distributed compute platform to train each release of the GPT models.

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Five Years of GPT Progress

KDnuggets

This article will explore the evolution of the generative pre-trained transformer (GPT) line of work.

Process 108
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From Developer Experience to Product Experience: How a Shared Focus Fuels Product Success

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.

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The Composable Customer Data Platform: Everything You Need To Know

Monte Carlo

Introduction Thanks to the continued push towards a privacy-first internet, first-party customer data has never been more important to digital organizations. With the imminent death of third-party cookies and the rising expectations of modern consumers, companies are quickly moving to invest in implementing scalable customer data infrastructures that can deliver on their many needs.

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Open Assistant: Explore the Possibilities of Open and Collaborative Chatbot Development

KDnuggets

Join the open-source movement and create your own ChatGPT-like chatbot with the power of the Open Assistant.

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The (Hidden) Cost of Kafka Operations

Confluent

Quantifying the cost of running Kafka is challenging. In part 2, learn how to calculate Kafka costs stemming from the development and operations personnel needed to self-manage clusters.

Kafka 60
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Global Partner Awards for AWS, IBM, Talend and Carahsoft

Cloudera

We are excited to announce the winners of the 2023 Cloudera Partner of the Year Awards. These awards recognize Cloudera partners dedicated to transforming the future of data by leveraging the most complete hybrid cloud data platform. The announcement was made at Impact24 – Cloudera’s Annual Partner Kickoff , which took place on April 18 and 20.

AWS 56
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Q&A—How Cloud Services Are Helping NASA Take Kafka Farther, Faster

Confluent

See how cloud services help NASA mission teams stream and publicize petabytes of data, connect a global network of astronomers, and enhance scientific discovery.

Cloud 56
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Lower Operational Costs with a Managed Services Model: Here’s How

Precisely

After unprecedented market disruption over the past three years, businesses around the globe are redoubling their efforts to attract and retain customers, while also attempting to reduce operational costs. A recent study conducted by Aspire Customer Communications Services reports that the top strategic priorities of leading global brands with respect to customer communications include improving overall CX, accelerating digital transformation, and refocusing on customer retention efforts.

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Peak Performance: Continuous Testing & Evaluation of LLM-Based Applications

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.

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Data Analytics in Pharma: How Pfizer, Moderna, and Others Innovate Drug Development

AltexSoft

Advanced analytics shows lots of promise for pharma companies. According to McKinsey’s analysis , the wider adoption of data-driven technologies could increase the business operating performance by 15 to 30 percent of EBIDTA (Earnings Before Interest, Taxes, Depreciation, and Amortization) in just five years. Over a decade, the improvement is expected to range from 45 to 75 percent.

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Monte Carlo’s New Sigma Integration Helps Data Teams Prevent Broken, Stale Dashboards

Monte Carlo

In the battle against data downtime , data teams must be equipped with full visibility into their data pipelines from ingestion and orchestration to transformation and visualization. Each interconnected layer can introduce and be impacted by poor data quality. That’s why we are excited to announce our data observability platform’s new integration with Sigma Computing.

BI 52
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Project Management in Real Estate: Types, Challenges, Tips

Knowledge Hut

When it comes to economic growth, India witnessed an intense decade due to the ongoing economic reforms that facilitated the participation of both the public and private sectors in the market. This growth has permeated several sectors of the economy, even the construction and real estate sector. It becomes easy to complete the project with proper planning and management under the guidance of a responsible real estate project manager.

Project 52
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5 Takeaways from the Data Pipeline Automation Summit 2023

Ascend.io

Going into the Data Pipeline Automation Summit 2023, we were thrilled to connect with our customers and partners and share the innovations we’ve been working on at Ascend. The excitement of a user conference is truly unmatched, and it was a pleasure to discuss how our products can help our users achieve their goals. The summit explored the future of data pipeline automation and the endless possibilities it presents.

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The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Communication

Speaker: David Bard, Principal at VP Product Coaching

In the fast-paced world of digital innovation, success is often accompanied by a multitude of challenges - like the pitfalls lurking at every turn, threatening to derail the most promising projects. But fret not, this webinar is your key to effective product development! Join us for an enlightening session to empower you to lead your team to greater heights.

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How to Become a UI/UX Designer in 2023? [Step-by-Step]

Knowledge Hut

A UI/UX designer is a professional who is responsible for creating intuitive and engaging interfaces for digital products such as websites, mobile applications, software, and other digital platforms. UI (User Interface) design skills focuses on how the digital product looks and how users interact with it visually, while UX (User Experience) design emphasizes the overall experience of the user while interacting with the product.

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Azure Synapse Link: 5 Crucial Aspects You Need to Know

Hevo

Azure Synapse Link is a powerful tool that has revolutionized how data is handled in the cloud. Traditionally, organizations used different tools and services to extract, transform, and load data from various sources into a central repository, such as a data warehouse. This process was time-consuming and required significant investments in hardware, software, and infrastructure.

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PMP Resume Examples and Templates for 2023 [Guide + Tips]

Knowledge Hut

PMP resume is a write-up that comprises professional summary, working experience, educational background and skills along with the PMP certification. The resume for PMP must have the certification or course you completed to show that you meet the required qualification. By 2027, the PMI estimates that 87.7 million project managers will be needed worldwide.

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Importance of Data Transformation in Business Process

Hevo

In today’s data-driven world, businesses collect and store vast amounts of data from various sources. However, raw data is often unstructured, inconsistent, and may not be immediately usable for analysis or decision-making. That’s where data transformation comes into play.

Process 52
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How to Build an Experimentation Culture for Data-Driven Product Development

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

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Generative AI: From Imagination to Reality

Edureka

Once thought to be impossible, having human-like conversations with AI is now a reality, all thanks to the incredible advancements in Generative AI. This groundbreaking technology has revolutionized the way we interact with machines, ushering in a new era of seamless human-machine collaboration. There are many more examples that have taken over the internet and sparked curiosity among people.

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Azure Synapse vs Azure SQL DB: 6 Key Differences

Hevo

Are you struggling to manage and analyze your data effectively? This is where cloud-based data storage solutions like Azure Synapse Analytics and Azure SQL Database come into play. These platforms offer a centralized repository for businesses to store, process, and analyze their data, allowing them to make informed decisions based on real-time insights.

SQL 52
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Time Series Forecasting: A Complete Guide

Preset

Time series forecasting is an important data science skill. We’ll explore the different types of forecasting and how you can put these methods into practice.

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Data Wrangling vs ETL: 5 Pivotal Differences

Hevo

In today’s data-driven era, you have more raw data than ever before. However, to leverage the power of big data, you need to convert raw data into valuable insights for informed decision-making. When it comes to preparing data for analysis, you will always come across the terms “data wrangling” and “ETL.

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Driving Business Impact for PMs

Speaker: Jon Harmer, Product Manager for Google Cloud

Move from feature factory to customer outcomes and drive impact in your business! This session will provide you with a comprehensive set of tools to help you develop impactful products by shifting from output-based thinking to outcome-based thinking. You will deepen your understanding of your customers and their needs as well as identifying and de-risking the different kinds of hypotheses built into your roadmap.

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How to make a coastal halo in ArcGIS Pro…and what color?

ArcGIS

Coastal halos help our eyes note the contrast of land and water. Here's how to whip one up in ArcGIS Pro.

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Discovering the Power of Design Thinking Process with Edureka

Edureka

Design thinking has been shown to have positive impacts on both creativity and business performance. According to a study by the Design Management Institute, design-led companies outperformed the S&P 500 by 228% over a 10-year period. Additionally, a survey of 758 executives found that companies that used design thinking reported increased innovation, improved user experience, and higher customer satisfaction.

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What is a Composable CDP?

RudderStack

A composable customer data platform architecture is the connective tissue between customer data, the cloud data warehouse, and the rest of the stack.