Fri.Jun 03, 2022

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The DataHour: How to Transition into Data Science?

Analytics Vidhya

Dear Readers, I appreciate you coming onto our platform and expanding your knowledge. I am sure, by now, some of you must be interested to make a transition into the Data Science industry as it’s one of the most host-selling jobs (if we can put it that way :D). So, this DataHour session is dedicated […]. The post The DataHour: How to Transition into Data Science?

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Five Signs of an Effective Data Science Manager

KDnuggets

In this article, we will go beyond the theoretical realm of what a data science manager does and focus more on how to become an “effective” data science manager.

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Use a Load Balancer on Google Cloud to Host Web Applications

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction What is a Load Balancer, and why do we need it? Load Balancer is a must component when we want to scale our systems horizontally. Horizontal scaling means the addition of extra servers and machines to the existing infrastructure so that it […]. The post Use a Load Balancer on Google Cloud to Host Web Applications appeared first on Analytics Vidhya.

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It’s Time to Demystify Hybrid Clouds

CIO Business Intelligence

Imagine being able to order an in-flight meal by scanning a QR code as you board and seeing the available catering inventory. Or having flight attendants carry iPads that allow them to quickly input notes on a passenger such as their preferences, compliments or complaints. That’s the vision at Canada Jetlines , a startup airline that began with a cloud-native strategy.

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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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Comparison of Different SQL Clauses

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction to SQL Clauses SQL clauses like HAVING and WHERE both serve to filter data based on a set of conditions. The difference between the functionality of HAVING and WHERE as SQL clauses are generally asked for in SQL interview questions. In this article, […]. The post Comparison of Different SQL Clauses appeared first on Analytics Vidhya.

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Supply chain issues a top concern across most industry sectors

CIO Business Intelligence

Issues around supply chain, often driven by semiconductor shortages, remain the top concern for most industry sectors despite talks of the pandemic slowing down, according to a report from electronic components and semiconductor distributor, Avnet Silica. The report, which is based on a study conducted by Avnet consultants after reviewing 30,111 earnings call across different sectors between January 2018 and April 2022, points out that supply chain issues occupied more than 60% of airtime in ear

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How Activation Functions Work in Deep Learning

KDnuggets

Check out a this article for a better understanding of activation functions.

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Jean Holley: 3 rookie mistakes CIOs make when seeking a board seat

CIO Business Intelligence

Early on in her CIO career, Jean Holley knew she wanted a seat on the other side of the boardroom table. . That was 16 years ago, when few companies fretted much about the obvious lack of women or people of color on their boards. Anyone who did draw attention to those bastions of white, 60-something retired CEOs and CFOs likely would be told of the unfortunate “lack of qualified candidates in the pipeline.”.

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Both Product Designers & UX Designers Leverage AI for Optimal Results

Smart Data Collective

Did you know that companies around the world spent over $641 billion on AI last year ? One of the industries that is driving demand for AI is the design profession. Artificial intelligence technology is profoundly changing the trajectory of the design profession. More designers are using AI to improve the quality of their designs and streamline the design process.

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The Power of Exploratory Data Analysis for ML

Cloudera

Data scientists and machine learning engineers in enterprise organizations need to fully understand their data in order to properly analyze it, build models, and power machine learning use cases across their business. Due to the lack of tooling specifically designed for data discovery, exploration, and preliminary analysis, this presents a significant challenge for these teams. .

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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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A Beginner’s Guide to Q Learning

KDnuggets

Learn the basics of Q-learning in this article, a model-free reinforcement learning algorithm.

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Graph Neural Networks: Merging Deep Learning With Graphs (Part I)

Dataiku

Recently, Graph Neural Networks (GNNs) have received a lot of attention. From marketing to social science to biology, they have been widely promoted as the new way of learning “smartly” from data. It’s more than a trend, though, as many research papers have proven that they can actually lead to more accurate and robust models.

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The Analytics Practices Startups Should Follow To Achieve Growth In 2022

Aryng

Misalignment between business objectives and success metrics is a common problem, especially as a start-up is in its journey of growing and evolving. With the surge in data collection and analytics practices, it’s easy to get lost in its depth and breadth, so make sure to take a step back and confirm the alignment between […] The post The Analytics Practices Startups Should Follow To Achieve Growth In 2022 appeared first on Aryng's Blog.

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Customer Insights | Acting on PlanSpace’s Max Hulten’s Bizview Suggestions

Jet Global

Today, we are celebrating two product enhancements suggested by Max Hulten of Planspace that were delivered in the latest version of Bizview. We appreciate Max taking the time to share his ideas with us. Recently, we had the pleasure of speaking with him to learn more about his ideas and why he sees value in providing feedback to insightsoftware. Max Hulten, Planspace Co-Founder and Partner has been working with Bizview since 2015, implementing the product for countless customers.

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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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More on ‘Where You Invest Your Firms’ Capital Matters’

Andrew White

I have been fixated on the study for how organizations allocate capital. One of blogs in 2016 teed up some ideas I was working on at the time: Where You Spend Your Firms’ Capital Matters. This was followed up in 2017 with More on How Firms Make Capital Decisions. Most recently there was this: Yet More on Where You Spend Your Firms’ Capital Matters.

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The Risks of GPT-3: What Could Possibly Go Wrong?

DataRobot Blog

Artificial intelligence (AI) has introduced new dynamics in the information and communication technology space. The influence of the GPT-3 language model has the potential to be both beneficial and misused. . Smart assistants such as Siri and Alexa, YouTube video recommendations, conversational bots, among others all use some form of NLP similar to GPT-3.

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The do’s and don’ts of negotiating a raise

CIO Business Intelligence

These are turbulent times. More than 40 million people left their jobs last year. And they did not sail off into the sunset and disappear from the workforce. They got better jobs. Nowhere is this truer than in technology, where keeping a tech team staffed has become a serious challenge. Unemployment in technology is at 1.3% , one third the already low levels of other industries.

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One Class Classification Using Support Vector Machines

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction Classification problems are often solved using supervised learning algorithms such as Random Forest Classifier, Support Vector Machine, Logistic Regressor (for binary class classification) etc. A specific type of binary classification problem with single class training examples is called One-Class Classification (OCC).

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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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3 Ways to Simplify Data Management

CIO Business Intelligence

If you’re like many of the customers I encounter, one thing is clear – data is the lifeforce that drives your business. Yet, the reality is that only a small percentage of businesses are out in front when it comes to being data-first. It’s an urgent directive for IT organizations, with the opportunity for positive outcomes if you’re prepared to take action now.

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Advanced Data Analytics for the Smart Retailers

BizAcuity

It’s 2022. The 6 feet economy might be gone (hopefully forever) but certain trends continue to live on. The retail industry across the globe has been facing a rough patch for the past 24-36 months due to multiple disruptions- the pandemic, rising inflation, shortage of materials (like semiconductors), and stagnant demand for goods. The new wave of retail experience: the omnichannel boom.