Mon.Jun 13, 2022

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The 10 biggest issues IT faces today

CIO Business Intelligence

CIOs are used to rapid change. New technologies hit the market, existing ones evolve, business needs change on a dime, staff comes and goes. All that together, though, is nothing compared to the turbulence that CIOs are seeing today. IT leaders are now contending with continued pandemic-related disruptions, geopolitical instability, and economic volatility — on top of those usual factors.

IT 144
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A Complete Guide on Building an ETL Pipeline for Beginners

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction on ETL Pipeline ETL pipelines are a set of processes used to transfer data from one or more sources to a database, like a data warehouse. Extraction, transformation, and loading are three interdependent procedures used to pull data from one database and place […].

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Deep Learning Key Terms, Explained

KDnuggets

Gain a beginner's perspective on artificial neural networks and deep learning with this set of 14 straight-to-the-point related key concept definitions.

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Learn Swift for Data Science with Particle Example

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction on Swift Python is widely considered the best and most effective language for data science. Most of the polls and surveys that I’ve come across in recent years peg Python as the market leader in this space. But here’s the thing data science […]. The post Learn Swift for Data Science with Particle Example appeared first on Analytics Vidhya.

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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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14 Essential Git Commands for Data Scientists

KDnuggets

Learn essential Git commands for versioning and collaborating on data science projects.

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A Step by step on Tableau for Beginner

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction on Tableau Hi and welcome to this article. Visualization has become a necessary skill that eases the process of communicating with people outside your domain. And if you are a person struggling to get the right platform to start learning about visualization, this […].

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A Complete Guide on Hough Transform

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction The Hough transform (HT) is a feature extraction approach in image analysis, computer vision, and digital image processing [1]. It uses a voting mechanism to identify bad examples of objects inside a given class of forms. This voting mechanism is carried out in […].

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The Future of RegTech for AI Governance

IBM Big Data Hub

The use of artificial intelligence (AI) is now commonplace throughout society. The adoption of AI is driven by its utility and the improvements in efficiency it creates. Every day, most of us rely on AI for tasks like autocompleting our text messages, navigating our route to a new location, and recommending what movie to watch next. Beyond these common uses of AI, there are also uses that regulators are beginning to identify as areas where there may be a higher risk.

Risk 98
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Saving Patient Lives with a Tech Innovation That Cuts Medical Error

CIO Business Intelligence

On a human level, Joerg Telle understands why medical errors occur. “You have to think about the day-to-day life of a clinician,” the COO of German software development company XANTAS AG observed, “and how laboratory values (measurements determining a patient’s health) can be overlooked. You may be coming out of surgery and have too much to do. You could be changing shifts and certain information is not communicated.”.

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Mistakes That Newbie Data Scientists Should Avoid

KDnuggets

Check out this list of common mistakes that data science newbies make, so you know what to avoid in your job search journey.

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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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Examining Africa’s imperative to strengthen cyber defences

CIO Business Intelligence

Cyber criminals are targeting African economies in similar ways to their European or North American counterparts. “The numbers show that everyone is getting hit equally hard,” said Charl van der Walt, head of security research at Orange Cyberdefense, speaking on the first morning of the Summit. While the cyberattack numbers in Africa might be slightly lower than in other parts of the world, van der Walt believes this doesn’t necessarily mean cybercriminals are actively targeting larger economies

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Top Posts June 6-12: 3 Ways Understanding Bayes Theorem Will Improve Your Data Science

KDnuggets

Also: Decision Tree Algorithm, Explained; 21 Cheat Sheets for Data Science Interviews; 15 Python Coding Interview Questions You Must Know For Data Science; Learn MLOps with This Free Course.

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Cloudera Recognized as 2022 Gartner® Peer Insights™

Cloudera

We are excited to announce that Cloudera is named as a 2022 Gartner Peer Insights Customers’ Choice for Cloud Database Management Systems (DBMS). Peer Insights is a user review site, the technology professional’s “go-to” destination for information on customer experience. Gartner Peer Insights collects anonymous customer reviews on select product categories.

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Reconciling Frugal AI With Enterprise-Wide AI Ambitions

Dataiku

In the first installment of this three-part series, I quoted a widely accepted statistic on the environmental impact of AI: The carbon (CO2) footprint of each standard, trusted AI model roughly equates to the lifetime footprint of five American cars — 345 kg CO2 per model throughout its lifetime. When compared to the footprint of 5.4 tons of CO2 per capita per year in the U.K., this is not a small figure — it actually equals 19 days of heating with gas.

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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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CPU-based Image Captioning Pipelines with Deep Learning and Ray

Domino Data Lab

Translation between Skeletal formulae and InChI labels is a challenging image captioning problem, especially when it involves large amounts of noisy data. In this blog post we share our experience from the BMS molecular translation challenge and show that CPU-based distributed learning can significantly shorten model training times.

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Mattel innovation becomes toy maker’s e-commerce core

CIO Business Intelligence

Hot Wheels, Gucci Edition. Master of the Universe, Shogun Warrior. Barbie “Rosa Parks” Edition. These are just a handful of unique offerings in Mattel’s latest product line — but you won’t find them in retail stores. They are part of the Creations portfolio of collectibles launched online by the massive toy retailer in August 2020 to enrich customer engagement, deepen customer loyalty, and open up new intellectual property (IP) and revenue sources for the company.

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The DataHour: Introduction to Blockchain

Analytics Vidhya

Overview on Blockchain Analytics Vidhya has long been at the forefront of imparting data science knowledge to its community. With the intent to make learning data science more engaging to the community, we began with our new initiative- “DataHour”. DataHour is a series of webinars by top industry experts where they teach and democratize data science […].

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Top Tips and Tricks for Disclosure Management

Jet Global

Disclosure management is the last mile in financial reporting. It starts with your company’s core financial statements, but disclosure management adds context, fills in critical details, and ensures that your organization is compliant with statutory reporting requirements. As new regulations take effect and others appear on the horizon, changes to reporting frameworks like XBRL are implemented, making it increasingly difficult to keep up with the changing landscape surrounding financial disclosu

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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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The Right Tool to Support Your Microsoft Dynamics Migration

Jet Global

Cloud migration is a daunting prospect, especially considering the expense of installation, training and embedded new processes. But the benefits of enhanced functionality, the power of the cloud, and increased ROI are reason enough for organizations across the world to convert every day. Cloud enterprise resource planning (ERP) software is ideal for a variety of applications, including managing multiple departments and CRM integration.