Tue.Mar 22, 2022

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Keyword Extraction Methods from Documents in NLP

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction Keyword extraction is commonly used to extract key information from a series of paragraphs or documents. Keyword extraction is an automated method of extracting the most relevant words and phrases from text input. It is a text analysis method that involves automatically extracting […].

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A Guide On How To Become A Data Scientist (Step By Step Approach)

KDnuggets

Becoming a Data Scientists is an exciting path, but you cannot learn data science within one year or six months—instead, it’s a lifetime process that you have to follow with proper dedication and hard work. To guide your journey, the skills outlined here are the first you must acquire to become a data scientist.

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Introductory Note to Image Classification Using Fast ai

Analytics Vidhya

Introduction Training a Deep Learning model from scratch can be a tedious task. You have to find the right training weights, get the optimal learning rates, find the best hyperparameters and the architecture that will best suit your data and model. Put it along with not having enough quality data to train and the computational […]. The post Introductory Note to Image Classification Using Fast ai appeared first on Analytics Vidhya.

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19 organizations advancing women in tech

CIO Business Intelligence

Despite national conversations about a lack of women in tech, women remain largely underrepresented in STEM roles , according to a study by the National Science Foundation. And the pipeline doesn’t suggest a near-term correction, as only 19% of computer science degrees were awarded to women in 2016, down from 27% in 1997. Women also typically make less than their male counterparts in science, engineering, mathematics, and computer science occupations — with an average median salary of $66,000 pe

Software 143
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Beyond the Basics of A/B Tests: Innovative Experimentation Tactics You Need to Know as a Data or Product Professional

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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Bivariate Feature Analysis in Python

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction Feature analysis is an important step in building any predictive model. It helps us in understanding the relationship between dependent and independent variables. In this article, we will look into a very simple feature analysis technique that can be used in cases such as […].

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Nvidia speeds AI, climate modeling

CIO Business Intelligence

It’s been years since developers found that Nvidia’s main product, the GPU, was useful not just for rendering video games but also for high-performance computing of the kind used in 3D modeling, weather forecasting, or the training of AI models—and it’s on enterprise applications such as those that CEO Jensen Huang will focus his attention at the company’s GTC 2022 conference this week.

Modeling 135

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6 steps for getting troubled projects back on track

CIO Business Intelligence

Delays are common in project management, regardless of what sector you’re working in. But once a project has fallen behind, what can you do as a project manager to get your wayward project back on track? It’s often easier said than done, but it’s important not to panic; calm heads always prevail, as they say. But still, time is of the essence when a project is falling behind, so it is vital to not delay taking action; otherwise, your organization will be susceptible to potentially very costly co

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METAVERSE: A World of Imagination that Takes you Through Reality!

Analytics Vidhya

Have you ever thought like: I wish I can get this thing or I have a desire that I want to be at this place or I love anime and I wish I have these powers. If yes, then my friend you are at the right place. Introduction Imagine having the power to get anything […]. The post METAVERSE: A World of Imagination that Takes you Through Reality! appeared first on Analytics Vidhya.

Analytics 281
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Code From Paradise: Dataiku's New R&D Hub in Reunion Island

Dataiku

The COVID-19 global pandemic forced us to experiment with how and where we work in an extensive way and many struggled with this transition. But the experience was definitely eye-opening on many levels. While some realized that they were not made for school teaching or Zoom happy hours, others explored new ways to balance their lives between work and personal activities.

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Heart Disease Prediction Using Logistic Regression on UCI Dataset

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Source: [link] Overview Hi everyone! In this article, we study, in detail, the hyperparameters, code and libraries used for heart disease prediction using logistic regression on the UCI heart disease dataset. Link to the dataset: [link] Source: [link] Importing Libraries #Importing […].

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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 Machine Learning is Used in Smart Home Automation

Smart Data Collective

Smart home automation has become quite popular in recent years, moving from a luxury for the rich to a staple in many homes. The most popular smart home devices are speakers and thermostats, but a growing number of people are adopting other smart devices like door locks and security cameras. Residential smart home automation has become a massive industry, and it’s not hard to implement.

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Learn About Principal Component Analysis in Details!

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Image source Table of Contents 1. Introduction to the curse of dimensionality. 2. What is PCA and why do we need it? 3. Steps in PCA and mathematical proof. The Curse of Dimensionality In Numpy, the number of independent features or variables in a […]. The post Learn About Principal Component Analysis in Details!

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New CIO appointments in India, 2022

CIO Business Intelligence

With more and more companies undertaking the journey of digital transformation, the role of the CIO has become critical. The increased demand for experienced IT leaders has made the space extremely dynamic. CIO India is here with a regularly updated list of the latest CIO movements across the country. Write to us if you have news to share. March 2022.

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Visualising Published Articles and Analysing them Using Plotly

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. A picture speaks thousands of words. Thus the visualization maps are very important as they provide insight to data even for the non-technical person. To create a good chart there are many libraries present. I have used the plotly library for this article. I […]. The post Visualising Published Articles and Analysing them Using Plotly 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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Private 5G test beds arise to help CIOs vet use cases

CIO Business Intelligence

Long touted, private 5G networking holds significant promise for the enterprise, with a very specific caveat: Few enterprises have the IT wherewithal in-house to vet it. Live entertainment service provider Clair Global, which hosts music festivals such as Coachella, BottleRock, and Soundstorm, is one entity exploring the potential of 5G, kicking the tires of Cisco’s private 5G networks at its Lititz, Penn., facilities.

Testing 93
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Data-Centric AI: Is it Real? For Everyone? Are We Ready?

KDnuggets

Check out this deep dive into Data-Centric AI.

IT 118
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Sandbox AQ is Alphabet’s new bet on the future of quantum cryptography

CIO Business Intelligence

Google’s parent Alphabet has spun out a new company, Sandbox AQ, offering enterprises artificial intelligence and quantum computing software as a service. The company is starting life with two major research objectives. The first is the creation of post-quantum cryptosystems and related privacy-enhancing technologies, in an attempt to keep data secure should quantum computing develop to the point of rendering today’s encryption techniques obsolete.

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Turnkey Cloud DataOps: Solution from Alation and Accenture

Alation

Data people face a challenge. They must put high-quality data into the hands of users as efficiently as possible. DataOps has emerged as an exciting solution. As the latest iteration in this pursuit of high-quality data sharing, DataOps combines a range of disciplines. It synthesizes all we’ve learned about agile, data quality , and ETL/ELT. And it injects mature process control techniques from the world of traditional engineering.

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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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The future is flexible. The future is NaaS.

CIO Business Intelligence

By: Phil Mottram, Executive Vice President and General Manager of HPE’s Intelligent Edge business. Anyone who knows me knows that I like exercise and in particular triathlons. I am pretty much in last place in every triathlon I have completed, but to me that doesn’t really matter, it’s all about “me” proving to “me” that I can still complete the challenge.

Finance 52
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How to Accelerate Value from Merger and Acquisition Strategies with Cloudera Data Platform (CDP)

Cloudera

Introduction. The Covid-19 pandemic has resulted in an unprecedented global economic landscape that is dominated by loose monetary policies, low borrowing costs and influx of capital in the equity markets. Against that backdrop, Mergers and Acquisitions (M&A) activity has surged since 2021 as companies are trying to take advantage of the current environment and adapt to the new business realities shaped by the global pandemic.

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Google’s Contact Center AI Platform aims to optimize customer service

CIO Business Intelligence

In a bid to help enterprises optimize customer service, Google Cloud is extending its Contact Center AI (CCAI) service with the ability to integrate with CRM (customer relationship management) applications in order to provide real-time insights and data analytics. The extended service will be called the Contact Center AI (CCAI) Platform and is scheduled for general availability in August.

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Your 5-Step Journey from Analytics to AI

CIO Business Intelligence

Most organizations have come to understand the importance of being data-driven. To compete in a digital economy, it’s essential to base decisions and actions on accurate data, both real-time and historical. Data about customers, supply chains, the economy, market trends, and competitors must be aggregated and cross-correlated from myriad sources. . But the sheer volume of the world’s data is expected to nearly triple between 2020 and 2025 to a whopping 180 zettabytes.

Analytics 107
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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.