Mon.Apr 17, 2023

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Data Scientist vs Data Analyst: Which is a Better Career Option to Pursue in 2023?

Analytics Vidhya

Are you a data enthusiast looking to break into the world of analytics? The field of data science and analytics is booming, with exciting career opportunities for those with the right skills and expertise. But with so many job titles and buzzwords floating around, figuring out which path to pursue can be challenging. So, let’s […] The post Data Scientist vs Data Analyst: Which is a Better Career Option to Pursue in 2023?

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KDnuggets Top Posts for March 2023: ChatGPT for Data Science Cheat Sheet

KDnuggets

ChatGPT for Data Science Cheat Sheet • 4 Ways to Generate Passive Income Using ChatGPT • GPT-4: Everything You Need To Know • Automate the Boring Stuff with GPT-4 and Python • Simpson's Paradox and its Implications in Data Science • ChatGPT vs Google Bard: A Comparison of the Technical Differences • OpenChatKit: Open-Source ChatGPT Alternative • How to Use ChatGPT to Improve Your Data Science Skills

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Ace Your Data Science Skills with DataHour Sessions

Analytics Vidhya

Introduction Well, hold onto your seats because the DataHour sessions are here to revolutionize how you learn about data-driven technologies. If you’re tired of boring, dry sessions that put you to sleep faster than a lullaby, you’re in for a treat. These sessions will cover everything from conversational intelligence to people analytics covering topics like […] The post Ace Your Data Science Skills with DataHour Sessions appeared first on Analytics Vidhya.

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A Step-by-Step Guide to Web Scraping with Python and Beautiful Soup

KDnuggets

Learn the basics of Web Scraping and its Python implementation. Also, get to know about the various methods of Beautiful Soup library.

Python 159
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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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Walkthrough of Kedro Framework Using News Classification Task

Analytics Vidhya

Introduction Kedro is an open-source Python framework for creating reproducible, maintainable, and modular data science code. It uses best practices of software engineering to build production-ready data science pipelines. This article will give you a glimpse of Kedro framework using news classification tasks. The advantages of using Kedro are: Machine Learning Engineering: It borrows concepts from […] The post Walkthrough of Kedro Framework Using News Classification Task appeared first on

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A fine-grained network traffic analysis with Millisampler

Engineering at Meta

What the research is: Millisampler is one of Meta’s latest characterization tools and allows us to observe, characterize, and debug network performance at high-granularity timescales efficiently. This lightweight network traffic characterization tool for continual monitoring operates at fine, configurable timescales. It collects time series of ingress and egress traffic volumes, number of active flows, incoming ECN marks, and ingress and egress retransmissions.

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More Trending

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The Next Big Crisis for Data Teams

Towards Data Science

Data teams are more important than ever before — but they need to get closer to the business. Here’s how we can right the ship. Image courtesy of Daniel Lerman on Unsplash. Over the past decade, data teams have been simultaneously underwater and riding a wave. We’ve been building modern data stacks, migrating to Snowflake like our lives depended on it, investing in headless BI, and growing our teams faster than you can say reverse ETL.

Data 97
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Baby AGI: The Birth of a Fully Autonomous AI

KDnuggets

Introducing the new fully autonomous task manager that can create, track and prioritize your company's projects using artificial intelligence.

Project 112
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DataOS® Solution: Patient360

The Modern Data Company

DataOS® Solution: Patient360 Healthcare organizations that can leverage a Patient 360 model are one step closer to achieving powerful patient outcomes and thriving in a changed healthcare landscape. Find out how DataOS can transform healthcare data for improved patient outcomes. Download (PDF) The post DataOS® Solution: Patient360 appeared first on TheModernDataCompany.

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Win a NVIDIA GPU with KDnuggets Blog Writing Contest

KDnuggets

KDnuggets and NVIDIA are announcing a blog-writing contest with a GPU focus, with the winner receiving an RTX 3080 Ti GPU!

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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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Use H3 to create multiresolution hexagon grids in ArcGIS Pro 3.1

ArcGIS

The Generate Tessellation tool now includes H3 Hexagons, a hexagonal hierarchical spatial indexing system.

Systems 120
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DataOS® Solution: AI/ML360

The Modern Data Company

DataOS® Solution: AI/ML 70% of AI initiatives fail and teams spend the vast majority of their time simply prepping data for platforms, leaving very little left over for gaining insights and driving business value. But an AI/ML platform powered by DataOS can achieve results once and for all. Discover why DataOS is an essential piece of the AI/ML puzzle.

Data 90
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Introducing MLflow 2.3: Enhanced with Native LLM Support and New Features

databricks

With over 13 million monthly downloads, MLflow has established itself as the premier platform for end-to-end MLOps, empowering teams of all sizes to.

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Top Posts April 10-16: AutoGPT: Everything You Need To Know

KDnuggets

AutoGPT: Everything You Need To Know • 10 Websites to Get Amazing Data for Data Science Projects • 8 Open-Source Alternative to ChatGPT and Bard • Top 19 Skills You Need to Know in 2023 to Be a Data Scientist • 6 ChatGPT mind-blowing extensions to use anywhere

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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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Introducing AI Functions: Integrating Large Language Models with Databricks SQL

databricks

With all the incredible progress being made in the space of Large Language Models, customers have asked us how they can enable their.

SQL 98
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I Joined Snowflake as a Data Strategist 2 Years Ago, and the Best Is Yet to Come

Snowflake

It was destined to be. I live in the mountains, at the foot of a glacier, literally surrounded by snow year round. As my Snowflake two year anniversary comes and goes, I’ve been thinking back on how it all started. The beginning of my relationship with Snowflake took off just after the launch of Snowflake Marketplace in 2019. At the time, I was an analyst at Forrester Research, researching and advising companies on how to enter the data economy.

Retail 62
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Create a wildlife corridor with the new Least Cost Corridor tool in ArcGIS Pro

ArcGIS

This blog introduces the new Least Cost Corridor tool in the Distance toolset in ArcGIS Pro 3.1. Read to learn more about its functionality.

IT 63
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Leverage Faster, More Efficient Search in Snowflake

Snowflake

We are excited to announce a major update to the Search Optimization Service, which will accelerate both point lookups and analytical queries while at the same time reducing cost for our customers. All features rolled out in public preview in October 2022 are now generally available, including the ability to select specific columns for search optimization; faster searches in VARIANT, ARRAY, OBJECT, and GEOGRAPHY data types; and faster substring searches in string columns.

Food 54
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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 Web Developer in 2023 [Complete Guide]

Knowledge Hut

Technology has become an indispensable part of our lives. From basic applications to cutting-edge inventions, we rely on technology for almost everything. Behind every website and software lies a web developer, and web development is an important industry that powers the digital world. If you are curious about what web development is and how to become a web developer, this guide is for you.

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DataOS Solution: Customer360

The Modern Data Company

DataOS® Solution: Customer360 82% of companies are trying to succeed at a Customer 360 model, according to Gartner, but only a few actually do. Find out how DataOS not only enables companies to implement a true C360 model successfully but makes it possible to modernize the data ecosystem with minimal disruption. Download (PDF) The post DataOS Solution: Customer360 appeared first on TheModernDataCompany.

IT 52
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Trending Project Management Roles in 2023

Knowledge Hut

One major factor for the trend of project management roles continuing to grow in 2023 is the continued emphasis on innovation and digital transformation across industries. Complex project execution requires competent experts in the field of project management. The main factor boosting the demand for project managers is the rising use of data and analytics in business decision-making.

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DataOS® Solution: Resource360

The Modern Data Company

DataOS® Solution: Resource360 A survey from Deloitte uncovered an uncomfortable trend in Human Resources–a majority of HR departments find their technology woefully inadequate to tackle current needs. But using DataOS can overcome technology challenges and allow companies to see ROI from their tech investments. Find out how. Download (PDF) The post DataOS® Solution: Resource360 appeared first on TheModernDataCompany.

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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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What is PMO? Types, Functions, Benefits & How to Start

Knowledge Hut

The art of project management can be a tricky one and with constant development in market trends, needs, organizational goals, and strategies, there is a lot more to the foundation of a project than only managing it. Often in project management, the stance demands an entity that standardizes, plans, and monitors the processes in a project. From setting up a system to resource allocation and management, there are many layers that traverse beyond the scope of project management.

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6 Questions with a CPO: Why You Should Put Your Data in Motion

Confluent

Chief Product Officer Shaun Clowes talks about his journey to Confluent, the importance of setting data in motion, and the hurdles along the way.

Data 57
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7 In-Demand Data Analyst Skills to Get You Hired in 2023

Edureka

Data analysts are in high demand across various industries. In today’s data-driven world, businesses require data analysts to help them make sense of the vast amounts of data they collect. However, with the increasing demand for data analysts, the competition for available jobs is getting steeper. Therefore, it’s essential to have a strong set of data analyst skills to stand out from the competition and land your dream job.

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Meet Haritha Prasad, Tech Pubs Manager | Acceldata

Acceldata

Meet Haritha Prasad, who manages the technical publications team at Acceldata.

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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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Data Analytics Projects: 9 Project Ideas for Your Portfolio

Edureka

Data analytics is the process of analyzing, interpreting, and presenting data in a meaningful way. In today’s data-driven world, data analytics plays a critical role in helping businesses make informed decisions. As a data analytics professional, building a strong portfolio of projects is essential to showcase your skills and expertise to potential employers.

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What’s new in ArcGIS Workflow Manager 11.1 and ArcGIS Pro 3.1

ArcGIS

The latest release of ArcGIS Workflow Manager includes new features and enhancements at ArcGIS Enterprise 11.1 and ArcGIS Pro 3.1.

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Fundamentals Of Statistics For Data Analytics

Edureka

As data becomes increasingly essential to business decision-making, data scientists and analysts need to understand the fundamentals of statistics to make sense of data and extract valuable insights. This article will provide an introduction to the fundamentals of statistics for data analytics and data scientists. What are Statistics for Data Analytics?

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What is Project Execution? Steps, Tools, Strategy & Template

Knowledge Hut

Regardless of its size or scope, a project is a collection of actions that must be completed in order to accomplish a certain goal or effect. A project is described as "a temporary endeavour completed to create a unique product, service, or result" by the Project Management Institute. Regardless of the complexity of the projects, all tasks may be broken down into goals to help us better understand how to carry them out.

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Reimagined: Building Products with Generative AI

“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.