Tue.Nov 01, 2022

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An Introduction to MongoDB

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction When we hear the word “DATABASE”, the first thought that comes to our mind is SQL! No doubt, SQL and relational databases are widely popular and used extensively for storing data. Many kinds of literature, articles, and tutorials are on them internet-wide due to […].

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Scoring More Goals in Football with AI: Predicting the Likelihood of a Goal Based on On-the-Field Events

DataRobot Blog

Can artificial intelligence predict outcomes of a football (soccer) game? In a special project created to celebrate the world’s biggest football tournament, the DataRobot team set out to determine the likelihood of a team scoring a goal based on various on-the-field events. My Dad is a big football (soccer) fan. When I was growing up, he would take his three daughters to the home games of Maccabi Haifa, the leading football team in the Israeli league.

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Amazon Sagemaker Tool for MLOps

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction Learning its tools is one way to start having a hands-on understanding of MLOps. Understanding the tools makes the concept more practical and easy to grasp. MLOps finds its importance in place of model deployment. In this article, we will briefly see […]. The post Amazon Sagemaker Tool for MLOps appeared first on Analytics Vidhya.

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The Evaporation of Privacy

TDAN

Have you ever read those little pieces of paper inserted into your bank statement, credit card statements, insurance bills, mutual fund statement, and all of your other statements and bills? We all get them. You know, those flimsy pieces of paper, printed in small type and written in convoluted English. I have started collecting them— […].

Insurance 105
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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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Explaining Sparse Datasets with Practical Examples

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction Have you ever encountered an “out-of-memory” error while working on a dataset? It’s pretty frustrating, right? Sometimes even after successfully loading and reading data, you run out of memory amid data processing operations! Ever wondered what may be the reason behind this […].

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Teraco and VMware are Taking a New Approach to Support the Efforts of South Africa’s Cloud Innovators in Their Quest to Achieve Zero Carbon Emissions

CIO Business Intelligence

“The barriers confronting organizations in South Africa that want to achieve carbon neutral status by 2030 are significant. Among them is the simple reality that most of the nation’s power production originates from coal-fired plants located in the northeastern part of the country while the greatest potential impact for sustainable approaches like solar and wind lie in the south.

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Getting Started with spaCy for NLP

KDnuggets

In this blog, we will explore how to get started with spaCy right from the installation to explore the various functionalities it provides.

IT 110
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An Introduction to BigBird

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Source: Canva|Arxiv Introduction In 2018 GoogleAI researchers developed Bidirectional Encoder Representations from Transformers (BERT) for various NLP tasks. However, one of the key limitations of this technique was the quadratic dependency, due to which the BERT-like model can handle sequences of 512 tokens […].

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Should I Learn Julia?

KDnuggets

Do you think learning Julia is better for your data science career? Let’s find out.

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Kwenta- A Decentralized Derivatives Trading Platform

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction Decentralization is still in its infancy. A number of analysts predict that decentralization will disrupt several industries and sectors. As a result, many decentralized products have been launched and developed such as decentralized exchanges, decentralized lending, borrowing products, and many more.

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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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Menora Mivtachim goes digital to speed up pension transfers

CIO Business Intelligence

The pace of population aging is accelerating. In 2020, people aged 60 and older already outnumbered children younger than five, and by 2050, the world’s population of those 60 and older will double according to the World Health Organization. So, for instance, it’s not surprising that retirees represent the largest growth segment in Israel’s insurance sector.

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How to Make an Image Classification Model Using Deep Learning?

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction In the 21st century, the world is rapidly moving towards Artificial Intelligence and Machine Learning. Various robust AI Models have been made that perform far better than the human brain, like deepfake generation, image classification, text classification, etc. Companies are investing vast […].

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When Private Cloud is the Right Fit for Public Sector Missions

Cloudera

It’s no secret that IT modernization is a top priority for the US federal government. A quick trip in the congressional time machine to revisit 2017’s Modernizing Government Technology Act surfaces some of the most salient points regarding agencies’ challenges: The federal government spends nearly 75% of its annual information technology funding on operating and maintaining existing legacy information technology systems.

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Top 15 Important Machine Learning Interview Questions

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Source – Unsplash Introduction An interview process for roles like machine learning engineer and/or data scientist positions often includes multiple rounds. These rounds tend to access the candidate’s theoretical and practical concepts brutally. An important point to note here is that most tech […].

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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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365 Data Science courses free until November 21

KDnuggets

The unlimited access initiative provides a risk-free way to break into data science.

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An Introduction to Nature-inspired Optimization Algorithms (NIOAs)

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction Recently, many researchers have developed an interest in Nature-inspired Optimization Algorithms (NIOAs). This is because many of life’s challenges have been solved using simulations from life itself. Science has come up with some of the best inventions by simulating life.

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Strategies to Make Better Profits for CPAs During Tax Season

Smart Data Collective

As soon as the tax season starts in the US, accounting professionals and CPAs get their hands full, smoothing out tax preparation and filing the subsequent returns. This involves gathering data and organizing documents. Tax filing is an ongoing process that runs throughout the year and has great responsibilities attached to it. When ignored, things can run out of hand at the eleventh hour and become chaotic.

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Why You Should Care About Data Modeling

TDAN

Many software developers distrust data architecture practices such as data modeling. They associate these practices with rigid and bureaucratic processes causing significant upfront planning and delays. As a result, they believe that, if they follow such practices, it will take them a long time to finally deliver solutions that may be obsolete by the time […].

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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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Myth Buster: Machine Learning or AI is the Future of Problem Solving

Aryng

Machine learning holds the key to solving many industry problems currently, but it’s not the only tool for the future. As long as you have simple techniques for a problem that you’re solving, machine learning is not necessary. This is important to know because most people think that AI/ML will be the solution to all […] The post Myth Buster: Machine Learning or AI is the Future of Problem Solving appeared first on Aryng's Blog.

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Tales & Tips from the Trenches: Data Catalog War Stories

TDAN

Data Catalogs have great promise. They can provide the businessperson, analyst, architect, system engineer and data scientist alike the ability to look for data and understand what it contains. However, they are not magic. They require proper curation and a good understanding of data/metadata, privacy/security, and technical ecosystem to be effective.

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Training is Key to Smooth BI 4.3 Transition

Paul Blogs on BI

Recently I was asked to coach a team of 9 year-old boys in a recreational soccer league. I had retired from soccer coaching several years ago after my youngest daughter went to college, but the league said they would have to cancel this age group if they could not find another coach, so I agreed. It only took a couple of practices for me to remember why I gravitated towards coaching girls rather than boys.

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Sustaining Adaptive Oversight

TDAN

The word “oversight”, has two mirror meanings. The usual meaning, most frequently encountered, is that of observing something in broad context. The often neglected meaning, as in “we’ve had an oversight”, refers to missing or failing to notice something. This dual meaning makes oversight more attractive to us than governance. In the last two decades, […].

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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.

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Mobile BI is an Important Factor in Enterprise Analytics!

Smarten

What’s So Special About Mobile BI? Gartner says that, ‘90% of corporate strategies will explicitly mention information as a critical enterprise asset and analytics as an essential competency.’ If your business is considering the addition of business intelligence and augmented analytics solutions to democratize data, improve data literacy and encourage users to adopt analytics as part of their daily routine, there is ample reason to include Mobile Business Intelligence in your requirements planni

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Eyes on Data: The Path Ahead for Cloud Data Management

TDAN

In today’s information-driven society, there is perhaps nothing more ubiquitous and nothing that is multiplying at a more rapid pace than data. According to Forbes, more than 90% of the data that is available worldwide today was created within the last two years alone. And as the complex data landscape continues to expand, so must […].

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“Hibernate and Resume” Feature Now Generally Available on Nutanix Cloud Clusters for Bare Metal Instances on AWS

Nutanix

Nutanix is proud to announce the general availability of the “hibernate and resume” feature in the Nutanix Cloud Clusters™ (NC2) infrastructure software running on bare metal instances in the AWS® public cloud.

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Data Stewards Should Get a Raise

TDAN

Wait a minute… You thought I was talking about data stewards deserving more money for what they do? That is not what I meant (but I am all for it). Data stewards are people that are held formally accountable for the actions they take and the relationship they have with data. Stewarding the data is […].

IT 52
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Entity Resolution Checklist: What to Consider When Evaluating Options

Are you trying to decide which entity resolution capabilities you need? It can be confusing to determine which features are most important for your project. And sometimes key features are overlooked. Get the Entity Resolution Evaluation Checklist to make sure you’ve thought of everything to make your project a success! The list was created by Senzing’s team of leading entity resolution experts, based on their real-world experience.

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SASE Reality Check: Security and SD-WAN Integration Journey

CIO Business Intelligence

By: Nav Chander , Head of Service Provider SD-WAN/SASE Product Marketing at Aruba, a Hewlett Packard Enterprise company. Today, enterprise IT leaders are facing the reality that a hybrid work environment is the new normal as we transition from a post-pandemic world. This has meant updating cloud, networking, and security infrastructure to adapt to the new realities of hybrid work and a world where employees will need to connect to and access business applications from anywhere and from any devic