Fri.Apr 30, 2021

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3 Huge Reasons that Data Integrity is Absolutely Essential

Smart Data Collective

Everyone knows about the importance of data security. However, your data integrity practices are just as vital. But what exactly is data integrity? How can data integrity be damaged? And why does data integrity matter? In this post, we will run you through the key things you need to know about these fundamental questions about the integrity of your data.

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Automating Machine Learning tasks using EvalML Library

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon. In today’s AI-driven world, Machine Learning plays a vital role. The post Automating Machine Learning tasks using EvalML Library appeared first on Analytics Vidhya.

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Post-Pandemic Enterprise Architecture Priorities

erwin

Before the COVID-19 pandemic, many enterprise architects were focused on standardization. Identifying and putting into practice standard approaches to deploying systems, from the IT infrastructure and network protocols to the integration with other components, decreases the time to market for businesses and increases efficiency. In a world where agility and innovation are highly valued, speed is a critical factor for success.COVID-19 forced many businesses to radically change their business mode

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Train Machine Learning Models Using CPU Multi Cores

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon. Overview introduction reduce execution time dataset reading dataset handling categorical. The post Train Machine Learning Models Using CPU Multi Cores appeared first on Analytics Vidhya.

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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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How to Reduce Sensitive Data Exposure for Your Enterprise

Smart Data Collective

Businesses cannot risk putting data security aside. With hackers and identity thieves using more advanced methods, it’s crucial for any enterprise to adopt new tools in keeping sensitive data from falling into the wrong hands and preventing cases of fraud. In fact, there is no better time than now for you to invest in beefing up your defenses.

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Rise of Microsoft Power BI as a Data Analytics powerhouse

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon. Microsoft Power BI is a collection of apps, software services, The post Rise of Microsoft Power BI as a Data Analytics powerhouse appeared first on Analytics Vidhya.

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Top Python Libraries For Image Processing In 2021

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon. Introduction As indicated by IDC, digital information will soar up. The post Top Python Libraries For Image Processing In 2021 appeared first on Analytics Vidhya.

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Are You a Chief Data Scientist?

Andrew White

We just published this special report specifically for chief data scientists. We have noted an increase in the number of folks with this role, and though the role scope differs widely, we thought it might help bring together research and advice for the role. Here is the special report: The Chief Data Scientist Role Is Key to Evolving Advanced Analytics and AI.

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Simpler Implementation for Advanced Optimization Algorithms

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon. Tried optimizing a large machine learning problem, by some advanced algorithm, The post Simpler Implementation for Advanced Optimization Algorithms appeared first on Analytics Vidhya.

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Remote Workers Demand Data-Driven Cybersecurity Platforms

Smart Data Collective

It’s no secret that data becomes more valuable as it increases in connections. With almost every industry sector having moved at least some portion of its workforce to a virtual office space, the amount and value of the data being created daily has increased exponentially. Metcalfe’s law tells us that the inherent worth of any communication networks is directly proportional to the number of people sharing data across it.

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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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Difference Between fit(), transform(), fit_transform() methods in Scikit-Learn (with Python Code)

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon. “Consumer data will be the biggest differentiator in the next two. The post Difference Between fit(), transform(), fit_transform() methods in Scikit-Learn (with Python Code) appeared first on Analytics Vidhya.

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2 Ways Technology Can Help Employees Transition Back to the Office

CDW Research Hub

As organizations across the globe are getting back to the office, one thing is certain: employees need workspaces that can adapt to changing demands. That’s why creating flexible approaches for your employees is critical to their productivity and well-being. But how do you enhance the employee experience while navigating uncertain times? Migrating technology from one location to another doesn’t have to be daunting.

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A profound comprehension of bias and variance

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon. Note: We split our data into two parts before building. The post A profound comprehension of bias and variance appeared first on Analytics Vidhya.

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Step Aside Dashboards, Make Way for Data Storytelling

Dataiku

Now, let’s be clear right off the bat that we don’t think dashboards are irrelevant or going to be wholly eradicated from use in the enterprise any time soon. Giving more people the ability to access data (and leverage it from a single point of truth) is definitely a benefit of dashboard data visualizations, but is it the only way? And is it the most sustainable over 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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Getting into Random Forest Algorithms

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon. Before I get into explaining the random forest algorithms and. The post Getting into Random Forest Algorithms appeared first on Analytics Vidhya.

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Why ESMA’s ESEF is a Good Place to Start Transforming the Finance Function

Jet Global

CFOs and their teams are overseeing more strategic initiatives and are being called upon to provide more insight and guidance at board level. That’s encouraging for finance leaders who want their teams to be involved in value-adding activities like detailed forecasting, competitor analysis, and advising business units on strategies to maximize revenue and profitability.

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Getting started with Deep Learning? Here’s a quick guide explaining everything at a place!

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon. In this blog, I’ll provide a brief rundown of. The post Getting started with Deep Learning? Here’s a quick guide explaining everything at a place! appeared first on Analytics Vidhya.

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Automate Time Series Forecasting using Auto-TS

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon. “Prediction is very difficult, especially if it’s about the future.” The post Automate Time Series Forecasting using Auto-TS appeared first on Analytics Vidhya.

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How to Build an Experimentation Culture for Data-Driven Product Development

Speaker: Margaret-Ann Seger, Head of Product, Statsig

Experimentation is often seen as an aspirational practice, especially at smaller, fast-moving companies who are strapped for time and resources. So, how can you get your team making decisions in a more data-driven way while continuing to remain lean and maintaining ship velocity? In this webinar, Margaret-Ann Seger, Head of Product at Statsig, will teach you how to build an experimentation culture from the ground-up, graduating from just getting started with data-driven development to operating

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Concrete Strength Prediction Using Machine Learning (with Python code)

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon. Introduction Every data scientist has to build domain knowledge in every. The post Concrete Strength Prediction Using Machine Learning (with Python code) appeared first on Analytics Vidhya.

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Python List Programs For Absolute Beginners

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon. Python Lists Refresher The list is one of the most. The post Python List Programs For Absolute Beginners appeared first on Analytics Vidhya.

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WhatsApp Group Chat Analysis using Python

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon. Introduction Today one of the trendy social media platforms is… The post WhatsApp Group Chat Analysis using Python appeared first on Analytics Vidhya.

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Collections: The Python module that all experts know, but you probably won’t.

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon. Introduction Python is the new up-and-coming language in some. The post Collections: The Python module that all experts know, but you probably won’t. appeared first on Analytics Vidhya.

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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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20 Data Science Interview Questions for a Beginner

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon. Introduction Success is a process not an event. Data Science is. The post 20 Data Science Interview Questions for a Beginner appeared first on Analytics Vidhya.

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Make Your Tableau Visuals More Effective – Tips And Tricks

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon. Introduction Data Visualization is a graphical way to represent data by. The post Make Your Tableau Visuals More Effective – Tips And Tricks appeared first on Analytics Vidhya.

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How to Download Kaggle Datasets using Jupyter Notebook

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon. What is Kaggle? Kaggle is a vast online community of professionals. The post How to Download Kaggle Datasets using Jupyter Notebook appeared first on Analytics Vidhya.