Tue.Sep 29, 2020

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A Quick History of Neural Networks

Analytics Vidhya

This article is part of the Data Science Blogathon. Introduction Neural networks are ubiquitous right now. Organizations are splurging money on hardware and talent. The post A Quick History of Neural Networks appeared first on Analytics Vidhya.

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Machine Learning BACKWARDS – A Conversation with Eric Siegel

Decision Management Solutions

Eric Siegel and I had a great discussion about doing Machine Learning BACKWARDS recently – you can watch the recording below or on our YouTube Channel. Eric, if you don’t know, is the founder of Predictive Analytics World, a leading consultant, and author of “ Predictive Analytics “ You can also check out Eric’s new Coursera class.

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How I Became a Data Science Competition Master from Scratch

Analytics Vidhya

Overview Winning data science competitions can be a complex process – but you can crack the top 3 if you have a framework to. The post How I Became a Data Science Competition Master from Scratch appeared first on Analytics Vidhya.

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Cloudera Data Warehouse outperforms Azure HDInsight in TPC-DS benchmark

Cloudera

Performance is one of the key, if not the most important deciding criterion, in choosing a Cloud Data Warehouse service. In today’s fast changing world, enterprises have to make data driven decisions quickly and for that they rely heavily on their data warehouse service. . In this blog post, we compare Cloudera Data Warehouse (CDW) on Cloudera Data Platform (CDP) using Apache Hive-LLAP to Microsoft HDInsight (also powered by Apache Hive-LLAP) on Azure using the TPC-DS 2.9 benchmark.

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Beyond the Basics of A/B Tests: Innovative Experimentation Tactics You Need to Know as a Data or Product Professional

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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How Machine Learning Models Fail to Deliver in Real-World Scenarios

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction Yesterday, my brother broke an antique at home. I began to. The post How Machine Learning Models Fail to Deliver in Real-World Scenarios appeared first on Analytics Vidhya.

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Why Data Upskilling is the Backbone of Digital Transformation

DataCamp

Scaling organization-wide data fluency training is not an easy task. Learn how to scale your data program and ensure the success of your digital transformation initiatives.

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Coffee with Cloudera: Meet Ali Bajwa, Partner Solutions – Engineer by Day, Rockstar by Night!

Cloudera

Meet Ali Bajwa , Director of Partner Solutions Engineering at Cloudera. For the past 6 years, Ali has been front and center in many partner field deployments, training, and discussions; he is a rockstar in the Cloudera Partner Ecosystem! We hope this interview helps you get to know the afterhours Ali. If you get a chance, follow Ali on twitter! @abajwa_hdp.

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Top 25+ Retail KPIs and Metrics for 2020 Reporting

Jet Global

What is a Retail KPI? A retail Key Performance Indicator (KPI) or metric is a clearly defined and quantifiable measure that can be used to assess the performance of a retail business. These performance metrics can be used in a variety of ways. The most common example being business owners identifying areas of weakness to help make informed business decisions.

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Demystifying the Business Continuity Space: A Two Part Series

Teradata

In part 1 of this 2 part topic, we will define some of the commonly used (& misused) terms in the business continuity space & help you navigate what they mean to your organization.

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Hybrid Cloud is the Key to Business Agility

Nutanix

To better understand the key challenges and opportunities businesses face with hybrid cloud adoption, we decided to dig deeper in a new Hybrid Cloud Report surveying IT decision makers globally.

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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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Demystifying the Business Continuity Space: A Three Part Series

Teradata

In part 1 of this 3 part series, we will define some of the commonly used (& misused) terms in the business continuity space & help you navigate what they mean to your organization.

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Hybrid Cloud is the Key to Business Agility

Nutanix

To better understand the key challenges and opportunities businesses face with hybrid cloud adoption, we decided to dig deeper in a new Hybrid Cloud Report surveying IT decision makers globally.

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The Secret cPanel Hack For A Secure Big Data Website

Smart Data Collective

The concept of databases existed long before the term “big data” was coined. Every website relies heavily on databases to run efficiently. Unfortunately, big data has created some new challenges, although it has opened many doors in other ways. As database sizes grow, websites can have a harder time accessing the data that they need. As a result, website managers have been responding to the growing changes wrought by big data by finding more eloquent database solutions.

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How to Find, Hire, and Upskill the Right Data Talent

Dataiku

Becoming an AI enterprise is often easier said than done; setting up a healthy center-of-excellence model with a centralized team of data experts that effectively collaborate with, educate, and enable subject matter experts on the business side is an undertaking that requires a combination of good hiring for key roles plus effective upskilling of existing staff.

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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.