Thu.Feb 02, 2023

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How to Build a Chatbot using Natural Language Processing?

Analytics Vidhya

Introduction Chatbots are becoming increasingly popular as businesses seek to automate customer service and streamline interactions. Building a chatbot can be a fun and educational project to help you gain practical skills in NLP and programming. This beginner’s guide will go over the steps to build a simple chatbot using NLP techniques. In this guide, […] The post How to Build a Chatbot using Natural Language Processing?

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10 Free Machine Learning Courses from Top Universities

KDnuggets

Learn the basics of machine learning, including classification, SVM, decision tree learning, neural networks, convolutional, neural networks, boosting, and K nearest neighbors.

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Harnessing the Power of ChatGPT for Data Science

Analytics Vidhya

Introduction ChatGPT is an AI-based tool that helps content writers and copywriters create content quickly and efficiently. It uses natural language processing (NLP) to understand user queries and generate relevant responses. With ChatGPT, content writers can save time by automatically generating answers to often-asked questions or creating content for their blogs in a fraction of […] The post Harnessing the Power of ChatGPT for Data Science appeared first on Analytics Vidhya.

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Manufacturing CIOs see bright future for the industry, thanks to IT

CIO Business Intelligence

The manufacturing industry is undergoing a renaissance, thanks in part to advances in information technology. Two IT leaders who have been on the forefront of that are Kim Mackenroth and Chris Nardecchia. Kim Mackenroth is vice president and global CIO of Textron, a Fortune 302 multi-industry company with around 33,000 employees worldwide. Her global IT organization comprises five business-segment CIOs, as well as shared services provided by the CISO, CTO, and the leader of enterprise business s

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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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An Ultimate Manual to Apache Oozie

Analytics Vidhya

Introduction Big data processing is crucial today. Big data analytics and learning help corporations foresee client demands, provide useful recommendations, and more. Hadoop, the Open-Source Software Framework for scalable and scattered computation of massive data sets, makes it easy. While MapReduce, Hive, Pig, and Cascading are all useful tools, completing all necessary processing or computing […] The post An Ultimate Manual to Apache Oozie appeared first on Analytics Vidhya.

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Networking tips for IT leaders: A guide to building connections

CIO Business Intelligence

Networking isn’t just for holiday parties. It’s something you should do all year long and, if approached correctly, it works no matter where you are on the career ladder. The two cardinal rules of networking, according to CIOs and career coaches, are to schedule time to do it for at least an hour every month, and to approach it as something you do to help others in addition to yourself.

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What’s Next for the Future of Work?

CIO Business Intelligence

Under new iterations of remote and hybrid work, the solution for some companies may involve monitoring employees electronically. For CIOs asked to implement such tools, it’s critical to understand the legal and ethical aspects of new technologies. “No one’s saying you can’t do it. You need to have a really good justification for doing it,” says Jennifer Abruzzo, General Counsel of the U.S.

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How to Implement Smart Contracts on the Ethereum Blockchain Network?

Analytics Vidhya

Introduction Ready to take your business to the next level? Introducing smart contracts – the future of contract management. With the power of blockchain technology, these agreements offer fast, secure, and transparent solutions for both businesses and individuals. Goodbye back and forth and fine print. Hello, revolution. Learn more about the game-changing power of smart […] The post How to Implement Smart Contracts on the Ethereum Blockchain Network?

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CIO Leadership Live with Andre Allen, VP Technology and CISO, MaRS Incubator

CIO Business Intelligence

André Allen, Vice President Information Technology at MaRS Discovery District, Chief Privacy Officer & Chief Information Security Officer discusses building innovation and how inclusion is a major part of building teams and sustaining businesses.

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Redis Interview Questions: Preparing You for Your First Job

Analytics Vidhya

Introduction Year after year, the intake for either freshers or experienced in the fields dealing with Data Science, AI/ML, and Data Engineering has been increasing rapidly. Besides different programming language skills and AI/ML skills, recruiters are always on the hunt for more knowledgeable workers with an idea of as many databases as possible. And one […] The post Redis Interview Questions: Preparing You for Your First Job 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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10 Steps To Creating a Presentation

Timo Elliott

A few months ago I was asked for some advice about how I put together presentations as an Innovation Evangelist, and this post is a reworked version of those points. First, the context: most of the presentations I give are keynote-style presentations on the trends around the intersection of business and technology to diverse audiences (i.e. some mix of business technical people, different industries, lines of business, regions, etc.).

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Top 10 Google Cloud Platform (GCP) Interview Questions

Analytics Vidhya

Introduction The Google Cloud Platform (GCP) is well-known for having the most challenging interview questions. Due to the strong demand for professionals in this field, job interviews are particularly challenging. When preparing for a GCP interview, it’s important to understand its key features, services, and best practices. The following questions will help you understand what […] The post Top 10 Google Cloud Platform (GCP) Interview Questions appeared first on Analytics Vidhya.

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Understanding by Implementing: Decision Tree

KDnuggets

Learn how a Decision Tree works and implement it in Python.

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SQL Injection: The Cyber Attack Hiding in Your Database

Analytics Vidhya

Introduction SQL injection is an attack in which a malicious user can insert arbitrary SQL code into a web application’s query, allowing them to gain unauthorized access to a database. We can use this to steal sensitive information or make unauthorized changes to the data stored in the database. It occurs when user input is […] The post SQL Injection: The Cyber Attack Hiding in Your Database 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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Putting Vehicle Data at the Heart of Rand D to Enhance Customer Experience

Teradata

Vehicle data can illuminate driver & passenger behaviors that can inform future updates and upgrades to existing vehicles, as well as longer term research and development trends.

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A Comprehensive Guide to Data Lake vs. Data Warehouse

Analytics Vidhya

Introduction In this constantly growing era, the volume of data is increasing rapidly, and tons of data points are produced every second. Now, businesses are looking for different types of data storage to store and manage their data effectively. Organizations can collect millions of data, but if they’re lacking in storing that data, those efforts […] The post A Comprehensive Guide to Data Lake vs.

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5 misconceptions about cloud data warehouses

IBM Big Data Hub

In today’s world, data warehouses are a critical component of any organization’s technology ecosystem. They provide the backbone for a range of use cases such as business intelligence (BI) reporting, dashboarding, and machine-learning (ML)-based predictive analytics, that enable faster decision making and insights. The rise of cloud has allowed data warehouses to provide new capabilities such as cost-effective data storage at petabyte scale, highly scalable compute and storage, pay-as-you-go pri

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Why Should You Integrate BigQuery with Other GCP Services?

Analytics Vidhya

Introduction Data analytics solutions collect, process, and analyze data to extract insights and make informed business decisions. The need for a data analytics solution arises from the increasing amount of data organizations generate and the need to extract value from that data. Data analytics solutions can help organizations gain insights into their customers, operations, and […] The post Why Should You Integrate BigQuery with Other GCP Services?

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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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7 Things All Successful Data Product Managers Have In Common

Alation

Data product managers are in high demand these days. In 2020, Glassdoor rated product manager as the 4th best job in the US. This makes it more important for aspiring data product managers to stay ahead of the competition. So what sets data product managers apart from the pack? What skills do they possess that make them successful? This post will unpack the top 7 traits that successful data product managers have in common.

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Join the Data Science Revolution with DataHour Sessions

Analytics Vidhya

Introduction Say Goodbye to Your Search for the Perfect Data Science Learning Platform – Analytics Vidhya is Here! Discover Analytics Vidhya, Your Ultimate Data Science Destination! Our focus is on empowering our community and providing opportunities for professional growth. DataHour sessions are Expert-Led workshops designed to enhance your knowledge and skills.

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Case Study – Augmented Analytics for a leading Ceramic Products Manufacturer Company in India

Smarten

Client is a leading manufacturing and marketing firm of ceramics tiles with more than 20 years in the industry. They are manufacturing ceramic tiles, glass mosaics and porcelain mosaics under four different brands based on applications like designer kitchen, bathroom, swimming pools and parking. Client has been serving to reputed business organizations like TATA hotels, Hyatt group, HDFC Bank, Infosys, Bajaj Automobiles, McDonald’s, Oberoi Hotels & Resorts, Four Season Hotels & Resorts a

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Thinking Beyond Chatbots in Banking: What’s Really Possible With AI?

Dataiku

One of the most well-known examples of artificial intelligence, chatbots in banking and across other industries tend to garner lots of attention. This is partially because they are so visible to end customers. Who hasn’t interacted with banking chatbots in a customer service capacity? This visibility is only growing in 2023 with the revived interest in conversational AI thanks to ChatGPT.

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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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A Data Prediction for 2025

DataKitchen

We’ve read many predictions for 2023 in the data field: they cover excellent topics like data mesh, observability, governance, lakehouses, LLMs, etc. Here at DataKitchen, we wanted to take a different approach: look at a three-year horizon. What will the world of data tools be like at the end of 2025? The crazy idea is that data teams are beyond the boom decade of “spending extravagance” and need to focus on doing more with less.

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Analyze Amazon S3 storage costs using AWS Cost and Usage Reports, Amazon S3 Inventory, and Amazon Athena

AWS Big Data

Since its launch in 2006, Amazon Simple Storage Service (Amazon S3) has experienced major growth, supporting multiple use cases such as hosting websites, creating data lakes, serving as object storage for consumer applications, storing logs, and archiving data. As the application portfolio grows, customers tend to store data from multiple application and different business functions in a single S3 bucket, which can grow the storage in S3 buckets to hundreds of TBs.

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Simplify Deployment and Monitoring of Foundation Models with DataRobot MLOps

DataRobot Blog

Large language models, also known as foundation models, have gained significant traction in the field of machine learning. These models are pre-trained on large datasets, which allows them to perform well on a variety of tasks without requiring as much training data. Learn how you can easily deploy a pre-trained foundation model using the DataRobot MLOps capabilities, then put the model into production.

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Why Construction Businesses Should Track KPIs to Conquer Economic Uncertainty

Jet Global

Across all industries, staying on top of financials tends to be the focus when preparing for a period of economic instability. However, the construction industry includes a plethora of non-financial data points to track – are projects being delivered on time? How deeply will projects be impacted by market instability, skills shortages, and supply chain delays?

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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.