Mon.Aug 22, 2022

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Advanced SQL for Data Science

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction The article focuses on techniques to deal with a wide range of data types; mastering these can be useful for the user. The article doesn’t focus on the basics of SQL, including standard syntax, functions, and applications but aims to expand the […]. The post Advanced SQL for Data Science appeared first on Analytics Vidhya.

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Tuning Random Forest Hyperparameters

KDnuggets

Hyperparameter tuning is important for algorithms. It improves their overall performance of a machine learning model and is set before the learning process and happens outside of the model.

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Product Quantization: Nearest Neighbor Search

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction K nearest neighbor or KNN is one of the most famous algorithms in classical AI. KNN is a great algorithm to find the nearest neighbors and thus can be used as a classifier or similarity finding algorithm. KNN is great until we […]. The post Product Quantization: Nearest Neighbor Search appeared first on Analytics Vidhya.

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Making Banking a More Effortless Experience

CIO Business Intelligence

Along with nearly every other industry, banking is facing greater competitive pressure than ever. The need for innovation is growing, along with the ability to deliver more effortless experiences for customers and employees. As banks continue to face this reality, they’re also tasked with addressing a variety of rapidly changing issues, including those surrounding data protection, adoption of cryptocurrency, and anonymizing data (AI models). .

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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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10 Frequently Encountered Issues in Data Preprocessing

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction Data is the new oil; however, unlike any other precious commodity, it is not scanty. On the contrary, due to the advent of digital technologies, and social media, the abundance of data is a matter of concern for data scientists. Any machine […]. The post 10 Frequently Encountered Issues in Data Preprocessing appeared first on Analytics Vidhya.

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KDnuggets Top Posts for July 2022: Machine Learning Algorithms Explained in Less Than 1 Minute Each

KDnuggets

Machine Learning Algorithms Explained in Less Than 1 Minute Each • Free Python Automation Course • Free Python Crash Course • The 5 Hardest Things to Do in SQL • 16 Essential DVC Commands for Data Science • 12 Essential VSCode Extensions for Data Science • Parallel Processing Large • File in Python • Linear Algebra for Data Science.

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Free Python Project Coding Course

KDnuggets

Learn Python by doing Python. Check out this free project-based course to quickly learn how to program in the high-demand language.

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Data-Driven Marketing: 4 Key Advantages

Smart Data Collective

We have talked about the many different sectors that have been shaped by big data in recent years. One of the professions most affected has been marketing. The bedrock of today’s advertising methods and a requirement for delivering personalized experiences is data-driven marketing. As the name implies, it provides brands and companies with concrete insight into the techniques likely to draw consumers in and whether or not your campaign is producing the desired results.

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Why Reusable Code Is Vital to Data Science

Dataiku

This article was written by a guest author, Eric Kahuha. Eric is an accomplished data scientist and an experienced technical writer whose work appears on many blogs. His writing is highly technical yet easy to understand for beginners and experts in the technology field.

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Brand Awareness Campaigns: What Are They & Why Should You Care?

Aryng

Say you walk into a shoe shop looking for a running shoe. You try many shoes; some brands are familiar to you, while others are new. The new brand you tried was the most comfortable and cheaper than the others. Yet, your brain keeps pushing you to a familiar brand (ASICS, Nike, or another). And […] The post Brand Awareness Campaigns: What Are They & Why Should You Care?

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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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Claims 2030

Decision Management Solutions

COVID-19 accelerated the need for next-generation claims-processing goals. To make these capabilities a reality and create long-term value, insurers should focus on five key areas. Digital natives—millennials and GenZ’ers increasingly expect seamless, omnichannel, and real-time interactions integrated with the platforms they already frequently use. In a recent survey, 85 percent of executives said they increased the digitalization of employee interactions and engagement in the pandemic.

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Transform Data's Impact: Pick The Right Success KPI!

Occam's Razor

Your analysis provides clear data that the campaign was a (glorious) failure. It could not be clearer. The KPI you chose for your brand campaign was Trust, it had a pre-set target of +5. The post-campaign analysis that compares performance across Test & Control cells shows that Trust did not move at all. (Suspiciously, there are indications that in a handful of Test DMAs it might have gone down!).

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The Four 5G Edge Environments and How to Secure Them

CIO Business Intelligence

By Liia Sarjakoski, Principal Product Marketing Manager, 5G Security, for Palo Alto Network Security. Governments, organizations, and businesses are readily embracing transformation at the edge of mobile networks these days. Mobile edge – with its distributed support for low latency, capacity for rapid delivery of massive data amounts, and scalable cloud-native architectures – enables mission critical industrial and logistic applications and creates richer experiences across remote working, educ

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Simplify Data Processing with Pandas Pipeline

KDnuggets

Write a single line of code to clean and process the data for analytics and machine learning tasks.

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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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Carrier IT tackles big challenges with microtransformations

CIO Business Intelligence

For all the talk of IT launching big-bang transformational initiatives, sometimes it’s the smaller changes that are the most impactful. That’s the case for HVAC manufacturer Carrier, which, in the wake of its 2020 spin-off from United Technologies Corp., has taken a microtransformational approach to updating and automating the business processes that cause its customers and employees the most pain.

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When a Course is More Than a Course: 3 Ways “Great Graphs in Excel” Was Beyond Graphs

Depict Data Studio

Last year, I finally enrolled in the Great Graphs in Excel course. After 2 years of thinking about it. And thinking I’m retired and I don’t really make graphs anymore. But I knew I had 10 years of mentoring data I wanted to analyze by the end of 2021. Beyond Graphs 1: I made a Great Graph after just a Few Course Modules. Soon after the course started, I brought Ann data about who connected with me on LinkedIn after I was listed as one of Nick Martin’s 9 Amazing Humans to Follow.

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Passion Plus Technology Give Champion Gamers the Edge

CIO Business Intelligence

Have you ever experienced that all-encompassing, consuming passion when you discover something you’re good at? Call it your “sweet spot,” “firing on all cylinders,” or being “in the zone” – when you discover your passion, hours pass as minutes. Victor Goossens first felt it – that passion – playing video games in high school. “I played day and night, I wanted to do nothing else, until I was one of the better players in the world.” .

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Pair Angles with Spreadsheet Server for Flexible Reporting

Jet Global

Working in restrictive conditions is tough, especially when your reporting software doesn’t do enough to limit those restraints. Finance teams are regularly tasked with creating operational reports for their own use or to share with other business areas (departmental expenditure, open invoices, performance against budget). A lot is riding on these reports, and you don’t want complex and inflexible reporting tools limiting your insights into the data.

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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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Broadcom Software & the U.S. Government: Partners on Cyber Defense

CIO Business Intelligence

By Hock Tan, President and Chief Executive Officer of Broadcom Software. I recently visited Washington, D.C. to meet with policymakers and government customers to talk about the future of cybersecurity. Broadcom Software solutions secure digital operations across the federal government, and our Global Intelligence Network (GIN) evaluates and shares insights on the ever-evolving cyber threat landscape with U.S. law enforcement and intelligence agencies to ensure the safety and security of our cri

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Pair Angles for Midmarket ERP with Spreadsheet Server for Flexible Reporting

Jet Global

Working in restrictive conditions is tough, especially when your reporting software doesn’t do enough to limit those restraints. Finance teams are regularly tasked with creating operational reports for their own use or to share with other business areas (departmental expenditure, open invoices, performance against budget). A lot is riding on these reports, and you don’t want complex and inflexible reporting tools limiting your insights into the data.