Sat.Jan 07, 2023 - Fri.Jan 13, 2023

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Where Collaboration Fails Around Data (And 4 Tips for Fixing It)

KDnuggets

Data-driven organizations require complex collaboration between data teams and business stakeholders. Here are 4 proactive tips for reducing information asymmetries and achieving better collaboration.

IT 159
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3 Things I Wish I Knew When I Started Data Science

KDnuggets

Looking back and realizing how I was wrong about the data science career.

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What is the Role of a Mentor in Your Data Science Journey?

Analytics Vidhya

Source: istockphoto Introduction Data Science is a fast-booming domain that has seen exponential growth in recent years. It involves collecting, processing, and analysing data using math, statistics, specialized programming, artificial intelligence, machine learning, and more. Source: istockphoto Although Data Science has expanded beyond the IT and CS sectors and is now a part of almost […].

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2023 Digital Technology Market Agenda: Innovation for Digital Agility

David Menninger's Analyst Perspectives

I’m proud to share Ventana Research’s 2023 Market Agenda for Digital Technology. Our focus in this agenda is to deliver expertise to help organizations prioritize technology investments that improve customer, partner and workforce experiences while also increasing organizational effectiveness and agility.

Marketing 130
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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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Top automation pitfalls and how to avoid them

CIO Business Intelligence

First Tech Credit Union is a San Jose-based financial institution with more than $16 billion in assets. As the eighth largest in the country, it primarily serves tech companies and their employees, but still has a lot of manual processes in place. “We’re very early in our automation journey,” says Mike Upton, the organization’s digital and technology officer.

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7 Best Platforms to Practice SQL

KDnuggets

Looking to level up your SQL skills? Here's a list of the best platforms to practice SQL, ace your SQL interviews, and land your dream data role.

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Use this Strategic Approach to Maximize Your Data’s Value

Smart Data Collective

In today’s world, data is more widely available to businesses than ever before. Whether it’s data about customer demographics , product colors that tend to sell better, or which cold email scripts are the most effective, organizations have the power to utilize data to help them inform their decision-making process in a variety of ways. However, while the immense amount of data available to organizations unlocks new possibilities — it can also make cleaning organizing, interpreting, and analyzing

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Top 9 challenges IT leaders will face in 2023

CIO Business Intelligence

Three years ago, IT leaders were squarely focused on how to adopt fledgling AI techniques and approaches into their business models in service of digital transformations that included plans for shifting some workloads to the cloud. But then the pandemic hit, requiring a historic pivot that set some best-laid plans aside and accelerated others. Now that organizations have returned to a new (somewhat) normal, CIOs appear to be focused on getting back to basics — and untangling tech debt incurred i

IT 145
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Top Posts January 2-8: Python Matplotlib Cheat Sheets

KDnuggets

Python Matplotlib Cheat Sheets • Free Data Management with Data Science Learning with CS639 • How to Select Rows and Columns in Pandas Using [ ],loc, iloc,at and.iat • Creating a Web Application to Extract Topics from Audio with Python • More Data Science Cheatsheets.

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Machine Learning Solution Predicting Road Accident Severity

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction This is a multiclass classification project to classify the severity of road accidents into three categories. This project is based on real-world data, and the dataset is also highly imbalanced. There are three types of injuries in a target variable: minor, severe, […].

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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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Why Data-Driven SEO is Crucial for SMEs in This Recession

Smart Data Collective

More small businesses are leveraging big data technology these days. One of the many reasons that they use big data is to improve their SEO. Data-driven SEO is going to be even more important as the economy continues to stagnate. Some economists argue that the yield curve is providing false recession warnings , but there is still a high risk that a recession will occur.

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8 top priorities for CIOs in 2023

CIO Business Intelligence

Welcome to 2023. As the new year arrives, CIOs are facing a challenging to-do list as they strive to maximize IT productivity and efficiency in increasingly unpredictable times. As technology projects, budgets, and staffing grew over the past few years, the focus was on speed to market to maximize opportunity, says Troy Gibson, CIO services leader at business and IT advisory firm Centric Consulting.

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How to Perform Unit Testing in Python?

KDnuggets

Unit testing is an important part of the software development life cycle as it helps to ensure that code is correct and working as intended. This article aims to introduce the concept of unit testing in Python and provide a basic tutorial on how to write and run unit tests using a unittest module.

Testing 108
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How to Launch First Amazon Elastic MapReduce (EMR)?

Analytics Vidhya

Introduction Amazon Elastic MapReduce (EMR) is a fully managed service that makes it easy to process large amounts of data using the popular open-source framework Apache Hadoop. EMR enables you to run petabyte-scale data warehouses and analytics workloads using the Apache Spark, Presto, and Hadoop ecosystems. Amazon Elastic MapReduce (EMR) is designed to be flexible […].

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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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What Role Does Big Data Have on the Deep Web?

Smart Data Collective

The Deep Web is a concept that few people understand. Even fewer people recognize the role that big data plays in shaping it. However, one thing is certain: advances in big data technology have played a huge role in driving changes in the deep web. It is a good idea for database developers, programmers, online businesses and other Internet technology professionals to learn about the impact that new developments in big data have had on both the surface web and deep web.

Big Data 100
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Agritech forces gain ground across Africa

CIO Business Intelligence

“Land never deceives” is a common slogan of farmers around Africa. Many people go into farming entirely, or as a side endeavor, with a high certainty they’ll make money and produce more good for all. And when technology is added to the mix, opportunities multiply. Having the largest area of uncultivated arable land in the world, sub-Saharan Africa, with a young population—nearly 60% is under 25—and a wealth of natural resources, has unparalleled advantages that could double or even triple its cu

IoT 143
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Overcome Your Data Quality Issues with Great Expectations

KDnuggets

Bad data costs organizations money, reputation, and time. Hence it is very important to monitor and validate data quality continuously.

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Top 11 Interview Questions About Transformer Networks

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction Source: [link] Imagine you’re a member of an elite team of experts tasked with understanding and communicating with a group of alien robots. These robots have landed on Earth and are causing destruction and chaos, and it’s up to you to fathom […]. The post Top 11 Interview Questions About Transformer Networks appeared first on Analytics Vidhya.

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The Big Payoff of Application Analytics

Outdated or absent analytics won’t cut it in today’s data-driven applications – not for your end users, your development team, or your business. That’s what drove the five companies in this e-book to change their approach to analytics. Download this e-book to learn about the unique problems each company faced and how they achieved huge returns beyond expectation by embedding analytics into applications.

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Scaling AI/ML Success: Key Components of a Future-Proof Platform

Dataiku

Not long ago, just having a data science team allowed executives to say they were "doing AI," but that has changed. In the past few years, companies across industries have used machine learning (ML) and AI technologies to streamline processes and improve experiences leading to increased revenues at lower costs. These achievements have made advanced analytics and AI an essential technology, and IT leaders are taking AI projects into mainstream IT programs at scale.

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Diversity and inclusion: 7 best practices for changing your culture

CIO Business Intelligence

Diversity and inclusion (D&I) have become necessary missions for most businesses. Research has long shown that diverse teams are more productive , more engaged, and the companies that create them are more profitable. And the murder of George Floyd — and the social unrest that followed — made it clear that taking a stand around social justice is necessary to recruitment, retention, and even the viability of your brand.

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Product Discovery – Building the Right Things

Teradata

Product discovery is a process that cross functional product teams follow to reduce the uncertainty about a problem worth solving and a solution worth developing. Learn more.

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Creating a Robust MLOps Model for your Organization

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction Machine learning (ML) has become an increasingly important tool for organizations of all sizes, providing the ability to analyze large amounts of data and make predictions or decisions based on the insights gained. However, developing and deploying machine learning models can be […].

Modeling 312
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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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How Did Our ML Model Rank #1 in Dataiku's 2022 FIFA World Cup Betting Contest?

Dataiku

The FIFA World Cup ended nearly a month ago, and we can now bring down the curtain on a memorable season with its fair share of emotions and surprises. Sadly, our favorite team didn’t win, but it’s not a big deal since the model we created to predict World Cup game outcomes performed very well! If you haven’t heard about how we used ML to make 2022 World Cup predictions, we invite you to check our first blog post here , as there will be many references to what we previously detailed.

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2 Innovations That Can Tip the Balance in Cybersecurity

CIO Business Intelligence

By John Davis, Retired U.S. Army Major General and Vice President and Federal Chief Security Officer for Palo Alto Networks What critical innovations can change the balance in cybersecurity, providing those of us responsible for defending our organizations with more capabilities against those who would do us harm? This is not just a theoretical exercise.

Software 145
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Data-Driven Marketing Offers Huge Benefits for Landscapers

Smart Data Collective

Many businesses are taking advantage of big data to improve their marketing and financial management practices. Businesses spent over $14.2 billion on big data marketing in 2020 and this figure is likely to grow further in the years to come. Some of the case studies on the benefits of data-driven marketing are quite promising. One tourist company utilized data analytics to boost website conversions by 40%.

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Data Science Blogathon 28th Edition

Analytics Vidhya

Hey, are you the data science geek who spends hours coding, learning a new language, or just exploring new avenues of data science? If all of these describe you, then this Blogathon announcement is for you! Analytics Vidhya is back with its 28th Edition of blogathon, a place where you can share your knowledge about […]. The post Data Science Blogathon 28th Edition appeared first on Analytics Vidhya.

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The Data Metaverse: Unpacking the Roles, Use Cases, and Tech Trends in Data and AI

Speaker: Aindra Misra, Sr. Staff Product Manager of Data & AI at BILL (Previously PM Lead at Twitter/X)

Embark on a transformation journey into the heart of the data ecosystem! This webinar is your gateway to a deeper comprehension of the foundations that drive the data industry and will equip you with the knowledge needed to navigate the evolving landscape. Delve into the diverse use cases where data analytics plays a pivotal role. We’ll explore how these applications are transforming with the introduction of Gen AI, and discuss the anticipated use cases for 2024 and beyond.

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Google Data Analytics Certification Review for 2023

KDnuggets

What is the Google Data Analytics Certification? And, more importantly, is it still worth getting it in 2023?

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5 hot IT hiring trends — and 5 going cold

CIO Business Intelligence

Hiring tech talent in 2023 means navigating an uncertain economy, the effects of widespread tech industry layoffs, and candidates who want to work for a company with a mission and workplace culture that align with their values, including diversity, equity, and inclusion. IT leaders say the best approach is to focus on adaptability. Firms that want to innovate and grow while headcounts are in flux are looking to upskill talent from within , promote their firm’s strengths to prospective candidates

IT 131
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Power BI Migration: How to Avoid Migration Bloopers and Ensure Success

Octopai

Ever watched a blooper reel from the filming of one of your favorite movies or shows? You couldn’t stop laughing, right? The dissonance between the “right” scene and how badly it got messed up just tickles our funny bone uncontrollably. How about a blooper reel of data migrations? Like the scene where data analyst Dave used the query “select concat(‘SSS’,null) from dual” in Snowflake right after they migrated from Oracle db, and Dave assumed that it would return SSS – because that’s how it

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Top 5 Failures of AI Till Date | Reasons & Solution

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction How many times have you failed in your life? What a question this is, isn’t it? Unless you are overly genius or optimistic, you will probably answer that 100, 1000, or uncountable times. And perhaps every time you failed and had to […]. The post Top 5 Failures of AI Till Date | Reasons & Solution appeared first on Analytics Vidhya.

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Your Expert Guide to CX Orchestration & Enhancing Customer Journeys

Speaker: Keith Kmett, Principal CX Advisor at Medallia

Join Keith Kmett, Principal CX Advisor, in this new webinar that will focus on: Understanding CX Orchestration Fundamentals: Gain a solid understanding of what CX orchestration is, its significance in the customer experience landscape, and how it plays a crucial role in shaping customer journeys. This includes the key concepts, strategies, and best practices involved in CX orchestration. 🔑 Connection to Customer Journey Maps: How to effectively integrate customer journey mapping into the