Sat.Mar 05, 2022 - Fri.Mar 11, 2022

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Fake News Classification Using Deep Learning

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction Here’s a quick puzzle for you. I’ll give you two titles, and you’ll have to tell me which is fake. Ready? Let’s get started: “Adani Group is planning to explore investment in the EV sector.” “Wipro is planning to buy an EV-based startup.” […].

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Explorium Improves Machine Learning Models With External Data

David Menninger's Analyst Perspectives

Today, organizations understand the importance of good external data that can be integrated with internal data to train machine learning models. Our Machine Learning Dynamic Insights research showed that external data adds a significant value in gaining competitive advantage, improving customer experience and increasing sales. But getting the right external data for a particular requirement is not always easy.

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8 Women in AI Who Are Striving to Humanize the World

KDnuggets

Some exceptional female researchers and engineers are working on projects to make the world a better place with the help of AI, data science, and machine learning.

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The secrets of successful cloud-first strategies

CIO Business Intelligence

Today’s cloud strategies revolve around two distinct poles: the “lift and shift” approach, in which applications and associated data are moved to the cloud without being redesigned; and the “cloud-first” approach, in which applications are developed or redesigned specifically for the cloud. By far the fastest approach is to lift and shift the whole environment, says Matthew Hon, CTO for public sector at technology services company Fujitsu Americas, as rewriting applications for the cloud could t

Strategy 145
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Optimizing The Modern Developer Experience with Coder

Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.

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Learn Basics of Natural Language Processing (NLP) using Gensim: Part 1

Analytics Vidhya

Natural Language Processing, or NLP for short, is a branch of Artificial Intelligence that allows machines to comprehend, process, and manipulate human languages. The breakthrough in NLP bridged the gap between humans and machines, paving the way for leading-edge technologies such as Language Translator, Voice Assistants such as Siri, Customer Service Chatbots, and many more. […].

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Side Hustle Ideas for Experienced Data Scientists in 2022

Smart Data Collective

Are you a data scientist ? You might be missing out on some opportunities to make money from it. Even if you already have a full-time job in data science, you will be able to leverage your expertise as a big data expert to make extra money on the side. If you’re feeling strapped for cash and feel like you can earn more money with your knowledge and skills, then starting a side hustle in 2022 is an excellent idea.

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How Australia’s Trade Ledger built its cloud-based software

CIO Business Intelligence

When Martin McCann and Mathias Born decided to create Trade Ledger, an Australian lending platform, their plan was to simplify and streamline lending services through cloud-based software for lenders. Their journey provides insights for CIOs in their own development efforts. When Trade Ledger started to develop its software as a service, Born’s team was focused on how to build and architect a system that wouldn’t be obsolete in a few years.

Software 135
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End-to-End Hotel Booking Cancellation Machine Learning Model

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction Machine Learning (ML) is reaching its own and growing recognition that ML can play a crucial role in critical applications, it includes data mining, natural language processing, image recognition. ML provides all possible keys in all these fields and more, and it set […].

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5 Sources of Data for Customer Analytics and Their Benefits

Smart Data Collective

There is no disputing that data analytics is a huge gamechanger for companies all over the world. Global businesses are projected to spend over $684 billion on big data by 2030. There are many ways that companies are using big data to boost their profitability. One of the most important is in the field of marketing. Do you know what motivates your customers?

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5 Data Science Projects to Learn 5 Critical Data Science Skills

KDnuggets

Learn these to take any data science project idea from brainstorm to deployment.

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15 Modern Use Cases for Enterprise Business Intelligence

Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

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The mainframe is dying: Long live the mainframe application!

CIO Business Intelligence

Much has been made of the perilous future CIOs whose organizations rely on mainframes may soon have to navigate, but the reality of mainframe infrastructure’s long-term outlook is a little more nuanced than that, as two recent news announcements attest. Fujitsu recently divulged it will end sales of its mainframes by April 2031, discontinuing support five years after that.

Sales 130
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The Power of Decisioning Async

Analytics Vidhya

Introduction The gushing VC funds, the blessing of unicorns, the pool of enterprising tech talent have left start-ups with no option but to move faster. In a fast-paced company, decisions have to be faster and more decentralized. The large meetings that have to find an intersection across many busy calendars can slow down decisions in […]. The post The Power of Decisioning Async appeared first on Analytics Vidhya.

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7 Possible Cross Browser Testing Solutions for Data-Savvy Businesses

Smart Data Collective

Big data has become a core aspect of modern web marketing. Companies need to use data to optimize their websites and get the most value out of their digital marketing strategies. Over 1.1 trillion megabytes of data are created every day. The majority of this data is generated over the Internet. This gives companies a huge opportunity to bolster their online marketing strategies by leveraging big data to the best of their abilities.

Testing 126
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The Significance of Data Quality in Making a Successful Machine Learning Model

KDnuggets

Good quality data becomes imperative and a basic building block of an ML pipeline. The ML model can only be as good as its training data.

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8 Steps to Transformation at Speed & Scale – Your Guide to Deploying StratOps

📌Is your Data & AI transformation struggling to really impact the business? Discover the game-changing StratOps approach that: Bridges the Gap : Connect your Data & AI strategy to your operating model, to ensure alignment at every level. Prioritizes Outcomes : Focuses on concrete business outcomes from day one, rather than capabilities in isolation.

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Companies step up help for Ukraine-based IT staff

CIO Business Intelligence

“What would we do if Pennsylvania was surrounded by millions of troops?” asks Gunter Pfau, founder and CEO of Philadelphia-based Stuzo, says. “We’d want to get our team out of there as much as possible.”. Stuzo, a provider of loyalty and contactless commerce products and services for convenience store and fuel retailers, has more that 95 employees (about two-thirds of its staff) in the country, says Pfau, who emigrated as a boy from then-Communist Romania.

IT 126
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An Overview of Data Collection: Data Sources and Data Mining

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction A data source can be the original site where data is created or where physical information is first digitized. Still, even the most polished data can be used as a source if it is accessed and used by another process. A data source […]. The post An Overview of Data Collection: Data Sources and Data Mining appeared first on Analytics Vidhya.

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Big Data Offers Tremendous Benefits to Business Intelligence Solutions

Smart Data Collective

Business intelligence can help you gain a more accurate perspective on how your business is performing using key performance metrics. By 2023, 33% of companies will practice decision intelligence. Are you looking to use business intelligence to optimize business and security operations? Read on for an explanation and analysis of how business intelligence can leverage data to guide optimizing business and security operations.

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Top Posts Feb 28 – Mar 6: The Complete Collection of Data Science Cheat Sheets – Part 2

KDnuggets

Also: Calculus: The hidden building block of machine learning; Decision Tree Algorithm, Explained; Telling a Great Data Story: A Visualization Decision Tree; The Complete Collection of Data Science Cheat Sheets – Part 1.

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Marketing Operations in 2025: A New Framework for Success

Speaker: Mike Rizzo, Founder & CEO, MarketingOps.com and Darrell Alfonso, Director of Marketing Strategy and Operations, Indeed.com

Though rarely in the spotlight, marketing operations are the backbone of the efficiency, scalability, and alignment that define top-performing marketing teams. In this exclusive webinar led by industry visionaries Mike Rizzo and Darrell Alfonso, we’re giving marketing operations the recognition they deserve! We will dive into the 7 P Model —a powerful framework designed to assess and optimize your marketing operations function.

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The Convergence of High-Performance Compute and Sustainability

CIO Business Intelligence

High performance computing (HPC) and Artificial Intelligence (AI) solutions are being deployed on-premises, in the cloud, and at the edge across a wide range of industries. According to a study by Grand View Research, the global HPC market is expected to reach $60 billion by 2025.¹. In manufacturing, HPC and AI are being used for predictive and prescriptive maintenance, automation of product lifecycle management, and short design cycles.

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Blogathon 18 is Live Now! Total prizes worth INR 6 Lakh(?USD 8000)

Analytics Vidhya

Analytics Vidhya is back with another edition of Blogathon which is live now! Click here to register! “There is no greater agony than bearing an untold story inside you.” […]. The post Blogathon 18 is Live Now! Total prizes worth INR 6 Lakh(?USD 8000) appeared first on Analytics Vidhya.

Analytics 315
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Women Leaders in Data Discuss Breaking Bias on International Women’s Day

Cloudera

As an official sponsor of International Women’s Da y, Cloudera is excited to celebrate Women’s History Month and International Women’s Day, and to take up the mantle of this year’s theme #BreakTheBias. . Even in industries where women are underrepresented, like tech, women have made a lot of progress. Progress over many decades has slowly transformed the workplace into an environment where women’s strengths are recognized and valued.

Big Data 119
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New Ways of Sharing Code Blocks for Data Scientists

KDnuggets

Share the interactive code blocks to impress your colleagues or post it on social media.

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The Cloud Development Environment Adoption Report

Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.

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The hard truth about lifecycle management

CIO Business Intelligence

IT gets lifecycle management wrong a lot. Search for a definition of lifecycle management and you’ll find something along the lines of: A strategic approach to managing the life cycle of an application or platform from conception to end of life — from provisioning, through operations, to retirement. Under this definition lifecycle management doesn’t seem to do anything.

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Top AI and ML Conferences in 2022

Analytics Vidhya

Introduction Getting to meet and interact with people from your domain is always a great feeling. This is why conferences that revolve around Artificial Intelligence (AI) are great for developers, analysts and students who wish to work with AI (build or incorporate). Participating in international conferences is one of the best ways to stay updated […].

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5 Ways Data Analytics Helps Us Understand the Student Lending Crisis

Smart Data Collective

Data analytics is giving us more insights into many of the most pressing challenges that we have faced as a society. More policymakers are using data to make more informed decisions. Analytics Insight shared a list of 10 major ways that big data is changing politics. The biggest benefits relate to using big data to understand voters and create models of voting patterns in various districts.

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Build a Machine Learning Web App in 5 Minutes

KDnuggets

In this article, you will learn to export your models and use them outside a Jupyter Notebook environment. You will build a simple web application that is able to feed user input into a machine learning model, and display an output prediction to the user.

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Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

Speaker: Jay Allardyce, Deepak Vittal, Terrence Sheflin, and Mahyar Ghasemali

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.

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Manufacturers Need a Converged Private Network – Not a 5G Tech Island

CIO Business Intelligence

The manufacturing industry has a history of embracing innovations designed to improve efficiencies, quality, and worker safety. Consider the impact Henry Ford made by bringing the assembly line to auto manufacturing, creating previously unheard-of efficiencies. Today, manufacturers are using newer tools like robotics, machine learning, and artificial intelligence (AI) to achieve similar goals.

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Visualize Deep Learning Models using Visualkeras

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Image Source: Author Introduction Deep learning, a subset of machine learning, is undoubtedly gaining popularity due to big data. Startups and commercial organizations alike are competing to use their valuable data for business growth and customer satisfaction with the help of deep learning […].

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#BreakTheBias: It’s a Journey

Cloudera

Bias is everywhere. . We’re surrounded by it. . And it’s natural. We are alive today as a species because of biases. But it has a tangible impact on our personal and professional lives. Biases shape us and our experience. . As primary caregivers, women have felt the impact of biases and expectations more keenly during the pandemic. Last year women in my network felt like they were being expected to do everything at home and at work.

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Maximize Your Productivity as a Data Scientist by Organizing

KDnuggets

Read some tips on getting organized when it comes to working with data.

IT 144
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The Ultimate Guide To Data-Driven Construction: Optimize Projects, Reduce Risks, & Boost Innovation

Speaker: Donna Laquidara-Carr, PhD, LEED AP, Industry Insights Research Director at Dodge Construction Network

In today’s construction market, owners, construction managers, and contractors must navigate increasing challenges, from cost management to project delays. Fortunately, digital tools now offer valuable insights to help mitigate these risks. However, the sheer volume of tools and the complexity of leveraging their data effectively can be daunting. That’s where data-driven construction comes in.