Thu.Jun 24, 2021

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Exploring Pandas DataFrame With D-Tale

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction A Pandas dataframe is represented in a tabular format with. The post Exploring Pandas DataFrame With D-Tale appeared first on Analytics Vidhya.

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Teradata Expands Vantage Enterprise Data Platform

David Menninger's Analyst Perspectives

Teradata introduced some enhancements to its Vantage platform last year in which they expanded its analytics functions and language support, and strengthened tools to improve collaboration between data scientists, business analysts, data engineers and business personnel. Some of the key enhancements included expanding the native support for R and Python, extending the ability to execute a wide range of open-source analytics algorithms, and automatic generation of SQL from R and Python code.

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Confusion Matrix for Multi-Class Classification

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Confusion Matrix is used to know the performance of a. The post Confusion Matrix for Multi-Class Classification appeared first on Analytics Vidhya.

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How to Optimize Marketing and Sales Operations

Jedox

In the age of digitization, the value creation processes of companies are experiencing fundamental changes. This also affects the go-to-market processes in particular for the marketing and sales functions. In this blog, we discuss these changes and their implications for successful operations. For at least two decades now, the Internet has enabled customers to be increasingly better informed, and the next supplier somewhere in the world is just a click away.

Sales 94
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From Developer Experience to Product Experience: How a Shared Focus Fuels Product Success

Speaker: Anne Steiner and David Laribee

As a concept, Developer Experience (DX) has gained significant attention in the tech industry. It emphasizes engineers’ efficiency and satisfaction during the product development process. As product managers, we need to understand how a good DX can contribute not only to the well-being of our development teams but also to the broader objectives of product success and customer satisfaction.

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Part 11: Step by Step Guide to Master NLP – Syntactic Analysis

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction This article is part of an ongoing blog series on. The post Part 11: Step by Step Guide to Master NLP – Syntactic Analysis appeared first on Analytics Vidhya.

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How to Protect Your Small Business from Cyberattacks with Data Analytics

Smart Data Collective

Data analytics has dramatically upended our lives. Most of the changes have been largely positive. One of the biggest implications of data analytics technology in the 21st Century is that it has led to a number of new cybersecurity solutions. There is actually an entire field known as cybersecurity analytics , which as its name implies, uses data analytics technology to create more robust cybersecurity solutions.

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Every Business Needs an Analytics-Driven Content Marketing Strategy

Smart Data Collective

Analytics plays an invaluable role in modern marketing. We have talked extensively about the value of using data for marketing strategies in all industries. Analytics can be particularly useful for content marketing. Many marketers are stuck in 2008, when data analytics didn’t have a place in digital marketing strategies. This has changed dramatically in recent years, as data analytics has become increasingly vital to the future of content marketing.

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Linear predictive models – Part 1

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Hello readers. This is part-1 of a comprehensive tutorial on Linear. The post Linear predictive models – Part 1 appeared first on Analytics Vidhya.

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Huge Benefits Data Scalability Can Create for Your Business

Smart Data Collective

We recently pointed out that effective data management is the key to running a successful organization. You should recognize that big data is an asset that shouldn’t be discounted. The Merits of Big Data in Organizational Management. While you will always need to rely on intuition to some extent when it comes to your business, having some numbers to back up your decisions can be beneficial in a number of different ways.

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K-Means Clustering and Transfer Learning for Image Classification

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Hey Guys, Hope you are doing well. This article will. The post K-Means Clustering and Transfer Learning for Image Classification appeared first on Analytics Vidhya.

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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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Transforming the Future of Learning with Analytics

Sisense

Blog. The proliferation of information, data, technology, and digital platforms means that the ability to leverage learning and education solutions has evolved dramatically in recent years. Organizations are now turning to digital innovations such as AI-infused analytics platforms to enhance and grow the knowledge of their teams and talent. A recent study by Learning Pool revealed 76% of mature metrics practices are enabled by technology that integrates data from multiple sources.

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Optical Character Recognition(OCR) with Tesseract, OpenCV, and Python

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Source Intro We, humans, read text almost every minute of. The post Optical Character Recognition(OCR) with Tesseract, OpenCV, and Python appeared first on Analytics Vidhya.

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Why Data Culture Matters

DataCamp

This blog post summarizes how and why data culture is a variable in any successful analytics endeavor, the meaning of data culture, and how it is an extension of organizational habits.

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Make your Images Clearer and Crisper – Denoise Images with Autoencoders

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction “Tools can be the same for everyone, but how a. The post Make your Images Clearer and Crisper – Denoise Images with Autoencoders 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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Importance of Both AI or VPN Technology in the Future of Privacy

Smart Data Collective

Privacy concerns have been a huge issue for most people. A poll from Pew Research showed that around 81% of Americans felt that the risks of companies collecting data on them outweigh the benefits and 66% said the same about the government. There is no getting around the growing concerns of data privacy. People deal with several problems in the current age of technology, some of which are complex by nature.

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Part 12: Step by Step Guide to Master NLP – Grammar in NLP

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction This article is part of an ongoing blog series on. The post Part 12: Step by Step Guide to Master NLP – Grammar in NLP appeared first on Analytics Vidhya.

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The New Era of Telco Transformation

Dataiku

If there’s one thing that’s for certain, it is that the telecommunications industry and its key inhabitants (“telcos” as we’ll refer to them here) are not the same as they were before the global health crisis. According to EY , communications providers were “finally being appreciated as providers of critical infrastructure in times of need,” as telcos supported the transition to digital communications and connectivity during a time when there was no other option.

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Containerized Your Machine Learning WorkFlow With Docker : A Hands-on Guide

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Overview In this article, we will learn about Container technology and. The post Containerized Your Machine Learning WorkFlow With Docker : A Hands-on Guide 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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Dayananda Sagar University India: Creating Tomorrow’s Business Leaders with Dataiku

Dataiku

The Dataiku Academic Program is focused on bringing a practical understanding of data analytics and decision-making to the leaders of tomorrow across a range of business and technical subjects. Our recent partnership with Dayananda Sagar University (DSU) is just another step in achieving this mission in India, this time bringing a modern, machine learning-driven mindset to accounting, auditing, human resources (HR), finance, and agriculture.

Finance 59
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Transfer Learning using VGG16 in Pytorch

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon What is transfer learning? We’re always told that “Practice makes a. The post Transfer Learning using VGG16 in Pytorch appeared first on Analytics Vidhya.

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Deploying applications on CDP Operational Database (COD)

Cloudera

CDP Operational Database Experience (COD) is a PaaS offering on the Cloudera Data Platform (CDP). COD enables you to create a new operational database with a few clicks and auto-scales based on your workload. Behind the scenes, COD automatically manages cluster deployment and configuration, reducing overheads related to setting up new database instances.

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Storage options and File manipulation Commands in Azure Databricks

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Databricks is a unified analytics platform on top of Apache Spark. The post Storage options and File manipulation Commands in Azure Databricks appeared first on Analytics Vidhya.

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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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Keep Tabs on Ethical Use of AI With a Chain of Responsibility

Decision Management Solutions

by James Taylor, CEO, Decision Management Solutions. The potential for artificial intelligence (AI) to transform business in positive ways has been enthusiastically embraced by many forward-thinking enterprises. While AI promises to accelerate improvements in how we do business, enthusiasm for this technology needs to be tempered by thoughtful consideration of the ethical implications.

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Deep Dive into Time Series Data with Single Neuron

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon “Time flies over us, but leave its shadow behind” a beautiful. The post Deep Dive into Time Series Data with Single Neuron appeared first on Analytics Vidhya.

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Struggling With Data Literacy? That’s Great News!

Alation

Originally published by the International Institute for Analytics. Less than two years ago, data literacy was not something I heard many people in the business world talking about. Recently, it is something that comes up in more conversations than not. In this post, I’ll address a few misconceptions about data literacy and then make the case that while it is a challenge, data literacy is actually a great problem to have.

Metrics 52
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Time Series Analysis Recurrence Neural Network in Python!

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction We have an input layer, a hidden layer, and an. The post Time Series Analysis Recurrence Neural Network in Python! 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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Why Metadata Matters: The Data on Your Data

CDW Research Hub

Metadata provides basic information (the who, what, when, where, why) about your data assets. Some attributes it can contain include the data source, date of last update, and even the assigned data steward (the “go-to” person for questions regarding the data asset). Think of metadata as your data’s life story. It makes your data easier to discover and use by providing context and lineage information.

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Federated Development with Deployment at Scale

Teradata

The connected cloud data warehouse is fundamental to Data Mesh implementation in large and complex organisations. Find out why.

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Business Intelligence Solutions: Every Thing You Need to Know

FineReport

Data is the key to gaining great insights for most businesses, but it is also one of the biggest obstacles. Originally, Excel has always been the “solution” for various reporting and data needs. However, along with the diffusion of digital technology, the amount of data is getting larger and larger, and data collection and cleaning work have become more and more time-consuming.

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DataRobot and Palantir Foundry: Partnering to Deliver an Innovative End-to-End Demand Forecasting Solution

DataRobot

DataRobot and Palantir share a philosophy that AI value is delivered by uniting an organization’s data scientists, decision-makers, and everyday employees in an environment of collaboration on AI/machine learning-powered operations. Today, the two organizations are excited to announce that they have partnered together to tackle one of the most complex challenges that retailers face: demand forecasting.

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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.