Mon.Nov 21, 2022

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Top Posts November 14-20: Git for Data Science Cheatsheet

KDnuggets

Git for Data Science Cheatsheet • 6 Best Free Online Courses to Learn Python and Boost Your Career • How to Select Rows and Columns in Pandas Using [ ],loc, iloc,at and.iat • How LinkedIn Uses Machine Learning To Rank Your Feed • 7 SQL Concepts You Should Know For Data Science.

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Impact of Digitization on HR Services and Processes

U-Next

Introduction to Digitization in Human Resources . Digitization in HR services is of utmost importance to an organization. It is a critical and strategic function that aims to optimize the workforce to meet business goals. The HR functions and processes have been evolving with advances in technology, changing consumer behavior patterns, and increasing globalization of markets.

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How to Use Graph Theory to Scout Soccer

KDnuggets

Take Soccer Analytics to the Next Level with Graph Theory: Here’s What to Know and How to Do It.

IT 117
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AWS re:Invent 2022: Rockset Will Be There…Will You?

Rockset

Rockset is heading to Vegas for AWS re:Invent. Will you be there? We have several opportunities for you and your team to learn more about real-time analytics and how companies like Klarna, Meta and Seesaw have made the move from batch to real time. Come by the Rockset Booth (#130) in the expo hall, November 28-December 1st. See a demo and try your hand at winning a Playstation 5 in our re:Invent prize giveaway.

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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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SHAP: Explain Any Machine Learning Model in Python

KDnuggets

A Comprehensive Guide to SHAP and Shapley Values.

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A journey through the Foundry: Becoming an analytics engineer at dbt Labs

dbt Developer Hub

Data is an industry of sidesteppers. Most folks in the field stumble into it, look around, and if they like what they see, they’ll build a career here. This is particularly true in the analytics engineering space. Every AE I’ve talked to had envisioned themselves doing something different before finding this work in a moment of serendipity. This raises the question, how can someone become an analytics engineer intentionally ?

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4 Strategies for Success: Deepening Relationships and Building Trust between Data Science and Business Teams

Teradata

The gap between data scientists & business users when it comes to understanding each other’s language and value is real. Find out how your org can overcome it.

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WebAssembly backend merged into GHC

Tweag

Tweag has been working on a GHC WebAssembly backend for some time. Recently, the WebAssembly backend merge request has landed in GHC, and is on course to appear in the upcoming 9.6 release series. This post will give a quick demonstration of how to try it out locally, and explain what comes in this patch and what will be coming next. Playing with WASM locally If you’re using nix on x86_64-linux, compiling a Haskell program to a self-contained wasm module is as simple as: $ nix shell [link] $ ech

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Artificial Intelligence & MarkLogic: An Wonderful Architecture

Knoldus

Reading Time: 3 minutes Introduction Automation is a crucial part of the Artificial Intelligence cycle. It allows organizations to perform tasks that require human input and improves tradecraft. This also increases efficiency in order to keep pace with changing technologies and requirements. And MarkLogic is providing some extra benefits in implementing AI processes.

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How Precision Time Protocol is being deployed at Meta

Engineering at Meta

Implementing Precision Time Protocol (PTP) at Meta allows us to synchronize the systems that drive our products and services down to nanosecond precision. PTP’s predecessor, Network Time Protocol (NTP) , provided us with millisecond precision, but as we scale to more advanced systems on our way to building the next computing platform, the metaverse and AI, we need to ensure that our servers are keeping time as accurately and precisely as possible.

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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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What’s Next for Data Engineering in 2023? 10 Predictions 

Monte Carlo

What’s next for the future of data engineering? Each year, we chat with one of our industry’s pioneering leaders about their predictions for the modern data stack – and share a few of our own. A few weeks ago, I had the opportunity to chat with famed venture capitalist, prolific blogger , and friend Tomasz Tunguz about his top 9 data engineering predictions for 2023.

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Leveraging CockroachDB’s Change Feed for Real-Time Inventory Data Processing

DoorDash Engineering

Managing inventory levels is one of the biggest challenges for any convenience and grocery retailer on DoorDash. Maintaining accurate inventory levels in a timely manner becomes especially challenging when there are many constantly moving variables that may be changing on-hand inventory count. Situations that may affect inventory levels include, but are not limited to: Items expiring Items may have to be removed due to damage The items vendors sent are different than than what was ordered After

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PTP: Timing accuracy and precision for the future of computing

Engineering at Meta

Meta is deploying a timing protocol, Precision Time Protocol (PTP) , that will offer new levels of accuracy and precision to our networks and data centers. We believe PTP will become the global standard for keeping time in computer networks. PTP will benefit today’s products and services and will be a foundational technology behind the development of the metaverse.

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Multi-Channel Marketing Approach in Sales Management: A Brief Overview

U-Next

What Is Multichannel Marketing? . What Is a Channel? The group of individuals, businesses, and initiatives that collaborate to move things (products and services) from the place of origin to the site of consumption is referred to as a marketing channel. A marketing channel’s main goal is to establish a connection between the company that produces a good or service and potential clients who might be interested in buying it. .

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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.