Sat.Oct 29, 2022 - Fri.Nov 04, 2022

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30 Resources for Mastering Data Visualization

KDnuggets

Want to master data visualization? This list of 30 resources and tools will help you get started on your path toward mastering data visualization.

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New AI Advances Increase User Reach with Advanced Targeting

Smart Data Collective

Artificial intelligence has upended the digital marketing profession. A growing number of marketers are using AI to optimize and automate marketing campaigns in fantastic ways. Jason Hall, Founder and CEO of FiveChannels described some of the phenomenal benefits of leveraging AI in digital marketing in a post in Forbes. Hall states that AI hasn’t removed the need for human input in marketing, but it has helped remove a lot of the monotonous tasks that humans used to participate in.

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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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Phocas secures 37 top rankings in BARC's 2023 BI + Analytics Survey

Phocas

The voice of the BI and analytics community has officially spoken following the release of The BI & Analytics Survey 23 by software selection and strategy experts, BARC last week.

Analytics 130
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LLMOps for Your Data: Best Practices to Ensure Safety, Quality, and Cost

Speaker: Travis Addair, Co-Founder and CTO at Predibase

Large Language Models (LLMs) such as ChatGPT offer unprecedented potential for complex enterprise applications. However, productionzing LLMs comes with a unique set of challenges such as model brittleness, total cost of ownership, data governance and privacy, and the need for consistent, accurate outputs. Putting the right LLMOps process in place today will pay dividends tomorrow, enabling you to leverage the part of AI that constitutes your IP – your data – to build a defensible AI strategy for

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On Demand Webinar: Map And Monitor Your Data Journey

DataKitchen

Chris Bergh shares how to do a Data Journey in the on-demand webinar! The post On Demand Webinar: Map And Monitor Your Data Journey first appeared on DataKitchen.

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9 Skills You Need to Become a Data Engineer

KDnuggets

A data engineer is a fast-growing profession with amazing challenges and rewards. Which skills do you need to become a data engineer? In this post, we’ll take a look at both hard and soft skills.

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Phocas secures 37 top rankings in BARC's 2023 BI + Analytics Survey

Phocas

The voice of the BI and analytics community has officially spoken following the release of The BI & Analytics Survey 23 by software selection and strategy experts, BARC last week.

Analytics 130
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AI Data, Traditional Trading, and Modern Investments

Smart Data Collective

Artificial intelligence is drastically changing the future of finance. Financial institutions spent over $10.1 billion on AI last year. One of the many ways that AI is being leveraged in finance is by helping improve the experience of investors. Modern investors enjoy a much smoother trading experience than their predecessors. Thanks to the invention of the internet, everything from conducting trades to downloading comprehensive reports can be completed almost instantly.

Finance 135
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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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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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Addressing Top Enterprise Challenges in Generative AI with DataRobot

The buzz around generative AI shows no sign of abating in the foreseeable future. Enterprise interest in the technology is high, and the market is expected to gain momentum as organizations move from prototypes to actual project deployments. Ultimately, the market will demand an extensive ecosystem, and tools will need to streamline data and model utilization and management across multiple environments.

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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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What to Look for in a Data-Savvy Fintech Marketing Agency

Smart Data Collective

Big data technology has changed the future of marketing in a multitude of ways. A growing number of organizations are leveraging big data to get higher ROIs from their organic and paid marketing campaigns. As a result, companies around the world spent over $52 billion on data-driven marketing solutions in 2021. The Fintech sector is among those most reliant on data-driven marketing.

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Regeneron turns to IT to accelerate drug discovery

CIO Business Intelligence

For pharmaceutical companies in the digital era, intense pressure to achieve medical miracles falls as much on the shoulders of CIOs as on lead scientists. Rigid requirements to ensure the accuracy of data and veracity of scientific formulas as well as machine learning algorithms and data tools are common in modern laboratories. When Bob McCowan was promoted to CIO at Regeneron Pharmaceuticals in 2018, he had previously run the data center infrastructure for the $81.5 billion company’s scientifi

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Top 9 Most Tricky Interview Questions on OpenCV

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction The abbreviation of OpenCV is Open Source Computer vision which is a library that one can use for performing image processing operations and real-world computer vision tasks. The career path for whoever chooses OpenCV as the tool is computer vision developer or […].

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How to Deliver a Modern Data Experience Your Customers Will Love

In embedded analytics, keeping up with the pace of innovation is challenging. Download Qrvey's guide to ensure your analytics keep pace so you can solve your user's biggest challenges, delight them, and set your product apart from the competition. The guide outlines how to use embedded analytics to: Increase user satisfaction Go to market faster Create additional opportunities to monetize your product It also shares what to look for to ensure your embedded analytics are keeping up with the lates

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15 Free Machine Learning and Deep Learning Books

KDnuggets

Check out this list of 15 FREE ebooks for learning machine learning and deep learning.

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End User Data Threats Businesses Can’t Ignore

Smart Data Collective

Over the past few years, businesses have transitioned their operations from in-house to remote and hybrid environments. While the shift was temporary and necessary amid the pandemic, benefits like reduced overhead, flexible work schedules, improved morale, enhanced customer experience, and accessibility to larger markets encouraged many to make the change permanent.

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Using ML to Identify Factors and Potential Biases That Influence Career Development Course Fees

Dataiku

MySkillsFuture is a one-stop portal that enables Singaporeans of all ages to make informed learning and career choices so that they can pursue their skills and ensure career development throughout their lives. People are able to sign up for various career and skills development courses offered by different training providers for a wide range of training areas on the portal (as shown in Figure 4 and 5).

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Learn to Use Nami Wallet

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction The Cardano blockchain is one of the crypto ecosystem’s most popular and in-demand projects. The Cardano blockchain has been under continuous development, with new decentralized applications (dapps) being built on the blockchain. The Cardano blockchain is not EVM-compatible.

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The Definitive Entity Resolution Buyer’s Guide

Are you thinking of adding enhanced data matching and relationship detection to your product or service? Do you need to know more about what to look for when assessing your options? The Senzing Entity Resolution Buyer’s Guide gives you step-by-step details about everything you should consider when evaluating entity resolution technologies. You’ll learn about use cases, technology and deployment options, top ten evaluation criteria and more.

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How Trainline’s CTO stays on track with professional development

CIO Business Intelligence

Few would swap sunny San Francisco and the innovation of Silicon Valley for a train ticketing company serving disgruntled UK commuters, but try telling that to Trainline CTO, Milena Nikolic. A long-time Googler, who’s role as engineering director saw her lead the Google Play developer ecosystem, Nikolic was keen for something new that offered a greater sense of social purpose. “ I had been at Google for so long that I stopped counting,” she says.

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365 Data Science Courses Free Until November 21

Smart Data Collective

Big data technology is becoming a more pressing issue for companies around the world. However, many companies don’t understand enough about data to utilize it effectively. A recent survey found that a stunning 47% of companies have only a limited data strategy. One of the biggest reasons that companies don’t have better data strategies is that employees aren’t educated about the merits of big data.

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5 Ways to Get the Most Out of Your Local Data Science Community

Dataiku

Whether it involves joining the existing group in your area or starting your own, there are a number of benefits to taking that extra step to connect with your fellow data science enthusiasts. From exchanging best practices to networking both online and in person, we detail five of the best ways you can make the most out of your local data science community below, with tips coming straight from passionate Dataiku users who are leading groups around the world.

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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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LLMs in Production: Tooling, Process, and Team Structure

Speaker: Dr. Greg Loughnane and Chris Alexiuk

Technology professionals developing generative AI applications are finding that there are big leaps from POCs and MVPs to production-ready applications. They're often developing using prompting, Retrieval Augmented Generation (RAG), and fine-tuning (up to and including Reinforcement Learning with Human Feedback (RLHF)), typically in that order. However, during development – and even more so once deployed to production – best practices for operating and improving generative AI applications are le

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Top Posts October 24-30: How to Select Rows and Columns in Pandas

KDnuggets

How to Select Rows and Columns in Pandas Using [ ],loc, iloc,at and.iat • Decision Tree Algorithm, Explained • Graphs: The natural way to understand data • 7 Techniques to Handle Imbalanced Data • A Data Science Portfolio That Will Land You The Job in 2022.

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Top Solutions for Cybersecurity Regulatory Compliance

Smart Data Collective

As the Internet of Things becomes increasingly instrumental in the workplace, company and consumer data risk grow. It’s no secret that hackers have discovered and implemented complex methods to access crucial data from businesses of all sizes across all industries, including the federal government. The rising threat and vulnerabilities have ultimately prompted state and federal officials to enact cybersecurity regulations to strengthen data protection nationwide.

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Why Invest Now? Three Investors Share the Story Behind Alation’s Series E

Alation

Alation has raised $123M in Series E funding at a valuation of in excess of $1.7B, a material increase from the Series D round in June of last year, particularly in the context of the recent stock-market decline. This financing follows five quarters of consecutive accelerated growth and comes on the heels of last month’s announcement that Alation had surpassed $100M in ARR (annual recurring revenue).

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Interview Questions on AdaBoost Algorithm in Data Science

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction AdaBoost is a boosting algorithm used in data science. It is one of the best-performing and widely used algorithms. In data science interviews, there are lots of questions asked related to the AdaBoost algorithm, whether a working mechanism, the mathematics behind it, […].

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Innovation Systems: Advancing Practices to Create New Value

As technology transforms the global business landscape, companies need to examine and update their internal processes for innovation to keep pace. Ultimately, organizations will have to improve the velocity of innovation by creating repeatable processes that support ideation, exploration, and incubation, essential to capturing an idea’s full value.

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Why Modernizing Mainframe Development Needs Secure Open Source

CIO Business Intelligence

By Milan Shetti, CEO Rocket Software According to a recent Rocket Software survey , 80% of IT professionals categorize the mainframe as critical to their business. But in order to be successful in today’s technology-driven world, businesses that rely on the mainframe must modernize their operations and integrate the latest tools and technologies. Companies choosing to abandon their mainframe face a costly endeavor, risk downtime, and lose out on powerful benefits.

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GSK on How to Modernize Clinical Trial Analytics & Reporting to Accelerate Innovation

Domino Data Lab

In a never-ending quest to accelerate innovation, healthcare and pharmaceutical companies around the world have been working to modernize their statistical computing environments, streamline clinical trials, and handle the required analytics and reporting.

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KDnuggets News, November 2: The Current State of Data Science Careers • 15 Free Machine Learning and Deep Learning Books

KDnuggets

The Current State of Data Science Careers • 15 Free Machine Learning and Deep Learning Books • How to Make Python Code Run Incredibly Fast • Machine Learning on the Edge • Don't Become a Commoditized Data Scientist.

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AWS Storage: Cost Optimization Principles

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction Data is the most crucial aspect contributing to the business’s success. Organizations are collecting data at an alarming pace to analyze and derive insights for business enhancements. The abundant requirement for data collection made cloud data storage an unavoidable option concerning the […].

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How Intent Data Helps Marketers Convert A-List Accounts

One of the biggest challenges for any B2B marketer is understanding your prospects’ next move — who is most likely to buy and when. Without these insights, marketing campaigns can feel more like guesswork, with high investment and little return. We’re here to tell you there’s a better way. By tracking buyers’ digital footprints and online activity, such as website visits, product reviews, and spikes in content consumption, you can engage prospects with a message that really resonates.