KDnuggets

FEBRUARY 27, 2023

In this tutorial, we will learn to Initiates the Spark session, load, and process the data, perform data analysis, and train a machine learning model.

Data Science 159

Data Science Machine Learning Modeling 159

Depict Data Studio

FEBRUARY 27, 2023

After enrolling in Depict Data Studio’s Great Graphs in Excel course and watching many of the videos, I was excited to apply what I had learned. My first chance came in the form of a front-end evaluation project for a children’s museum planning a new exhibition on dinosaurs. Measuring What Kids Already Know about Dinosaurs The museum wanted to understand what children and families already knew about dinosaurs – including whether they knew what other types of animals and plants existed at the sam

Visualization 98

Visualization Measurement Reporting IT 98

TDAN

FEBRUARY 28, 2023

Knowledge truly is power, and at no time in human history have people had more access to information than they do today. Thanks to the internet, ordinary citizens can instantly access enormous volumes of data on pretty much any topic they wish to explore, no matter how esoteric it may be.

Big Data 52

Big Data IT Business Intelligence Management 52

KDnuggets

FEBRUARY 27, 2023

5 SQL Visualization Tools for Data Engineers • Free TensorFlow 2.

Visualization 120

Visualization Statistics Data Science 120

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.

Experimentation

CIO Business Intelligence

FEBRUARY 28, 2023

How can we get our IT teams to be viewed as more consultative partners to the business? It’s one of the big questions I continue to hear from CIOs. While technology has changed dramatically over the past decade and become increasingly intertwined with the business’s success, many IT teams remain in order-taking mode, responding to requests and then scrambling to address the issues that arise after the fact.

Consulting 120

Consulting IT Technology Insurance 120

Analytics Vidhya

MARCH 2, 2023

Introduction Setting up an environment is the first step in Python development, and it’s crucial because package management can be challenging with Python. And also Python is a flexible language that can be applied in various domains, including scientific programming, DevOps, automation, and web development. Given the length and breadth of third-party applications, your global environment […] The post Choosing the Right Python Environment Tool for Your Next Project appeared first on

Management 392

Management Analytics IT Data Science 392

KDnuggets

MARCH 2, 2023

The latest KDnuggets cheat sheet covers using ChatGPT to your advantage as a data scientist. It's time to master prompt engineering, and here is a handy reference for helping you along the way.

Data Science 160

Data Science IT Machine Learning Analytics 160

CIO Business Intelligence

FEBRUARY 27, 2023

We’ve entered another year where current economic conditions are pressuring organizations to do more with less, all while still executing against digital transformation imperatives to keep the business running and competitive. To understand how organizations may be approaching their cloud strategies and tech investments in 2023, members of VMware’s Tanzu Vanguard community shared their insights on what trends will take shape.

Cost-Benefit 137

Cost-Benefit Digital Transformation Strategy Software 137

Analytics Vidhya

FEBRUARY 28, 2023

Introduction Azure Databricks is a fast, easy, and collaborative Apache Spark-based analytics platform that is built on top of the Microsoft Azure cloud. A collaborative and interactive workspace allows users to perform big data processing and machine learning tasks easily. In this blog post, we will take a closer look at Azure Databricks, its key features, […] The post Azure Databricks: A Comprehensive Guide appeared first on Analytics Vidhya.

Big Data 379

Big Data Machine Learning Interactive Data Processing 379

Cloudera

MARCH 2, 2023

Recently, we announced enhanced multi-function analytics support in Cloudera Data Platform (CDP) with Apache Iceberg. Iceberg is a high-performance open table format for huge analytic data sets. It allows multiple data processing engines, such as Flink, NiFi, Spark, Hive, and Impala to access and analyze data in simple, familiar SQL tables. In this blog post, we are going to share with you how Cloudera Stream Processing ( CSP ) is integrated with Apache Iceberg and how you can use the SQL Stream

Snapshot 114

Snapshot Data Processing Metadata Management 114

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.

Management

KDnuggets

FEBRUARY 28, 2023

Are you a data analyst newbie looking to boost your resume to land your first job? If yes, then up your game as a beginner with these 5 projects that you can’t afford to miss.

Data Science 114

Data Science 114

CIO Business Intelligence

FEBRUARY 28, 2023

As enterprises increasingly look to artificial intelligence (AI) to support, speed up, or even supplant human decision-making, calls have rung out for AI’s use and development to be subject to a higher power: our collective sense of right and wrong. One such entity weighing in on the need for AI ethics is the Vatican, which exactly three years ago, on Feb. 28, 2020, brought together representatives from Microsoft and IBM to first sign the Rome Call for AI Ethics, a commitment to develop AI that

IT 135

IT Enterprise Software Technology 135

Analytics Vidhya

MARCH 2, 2023

Introduction The advancement of interest in Deep Learning in recent years and the explosion of Machine Learning tools like TensorFlow, PyTorch, etc., will also be cited, which will provide ease of use and easy debugging of codes. Many popular frameworks such as MxNet, Tensorflow, Jax, PaddlePaddle, Caffe 2, Mindspore, and Theano will gain popularity because […] The post Pytorch Tensors and its Operations appeared first on Analytics Vidhya.

IT 361

IT Deep Learning Machine Learning Analytics 361

Ontotext

MARCH 1, 2023

ChatGPT, a huge language model developed by OpenAI , has revolutionized the area of natural language generation by its ability to generate human-like text. However, like any machine learning model , it has its limitations. One of the limitations of ChatGPT is its lack of understanding of the context and background knowledge of the text it generates.

Modeling 105

Modeling Machine Learning Enterprise IT 105

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.

Testing

KDnuggets

MARCH 1, 2023

Essential A/B Testing Course for Data Science • The Importance of Probability in Data Science • 5 Statistical Paradoxes Data Scientists Should Know • Free TensorFlow 2.

Data Science 108

Data Science Testing Statistics 108

CIO Business Intelligence

MARCH 2, 2023

Despite a tumultuous couple of months, strong user uptake of Tableau business intelligence and MuleSoft data automation and integration software fueled a surprising 14% year-over-year jump in revenue for Salesforce’s fourth quarter. Posting revenue of $8.38 billion after stock market trading closed on Wednesday, the company beat the expectations of analysts, whose average forecast for the quarter was $7.99 billion, according to data from Yahoo Finance.

Internet of Things 120

Internet of Things IoT Business Intelligence Software 120

Analytics Vidhya

FEBRUARY 25, 2023

Introduction Artificial Intelligence is the ability of a computer to work or think like humans. So many Artificial Intelligence applications have been developed and are available for public use, and chatGPT is a recent one by Open AI. ChatGPT is an artificial intelligence model that uses the deep model to produce human-like text. It predicts […] The post Learning the Basics of Deep learning, ChatGPT, and Bard AI appeared first on Analytics Vidhya.

Deep Learning 362

Deep Learning Modeling Analytics IT 362

Smart Data Collective

MARCH 3, 2023

Business intelligence has made a huge mark on the world of business. According to Fortune Business Insights, businesses spent around $24.05 billion BI solutions in 2021. However, many workplaces are still trying to figure out how to leverage business intelligence effectively. This technology offers many potential benefits, but many companies don’t fully take advantage of the opportunities it provides.

Cost-Benefit 99

Cost-Benefit Business Intelligence Enterprise Technology 99

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IT

KDnuggets

FEBRUARY 27, 2023

This article outlines the advantages of CatBoost as a GBDTs for interpreting data sources that are highly categorical or contain missing data points.

IT 112

IT Machine Learning 112

CIO Business Intelligence

FEBRUARY 27, 2023

When Greg Greenlee joined the IT industry in 2008, the lack of representation of Black IT professionals among attendees and speakers at tech conferences and events was readily apparent. “It wasn’t a thing where I was made to feel out of place or that I did not belong,” Greenlee says, but it did make him wonder why Black technologists were few and far between in these spaces.

Technology 105

Technology Data Processing IT Interactive 105

Analytics Vidhya

FEBRUARY 28, 2023

Introduction Data science has taken over all economic sectors in recent times. To achieve maximum efficiency, every company strives to use various data at every stage of its operations. Each aspect of data science, like data preparation, the importance of big data, and the process of automation, contributes to how data science is the future […] The post 30 Best Data Science Books to Read in 2023 appeared first on Analytics Vidhya.

Data Science 348

Data Science Big Data Analytics IT 348

Dataiku

MARCH 2, 2023

With the advent of the Anthropocene era, the physical territory is subject to dramatic transformations and ecological degradations due to human action. Regular and detailed maps are required for us to find our way in this new historical period.

Deep Learning 98

Deep Learning 98

Speaker: Nicholas Zeisler, CX Strategist & Fractional CXO

The first step in a successful Customer Experience endeavor (or for that matter, any business proposition) is to find out what’s wrong. If you can’t identify it, you can’t fix it! 💡 That’s where the Voice of the Customer (VoC) comes in. Today, far too many brands do VoC simply because that’s what they think they’re supposed to do; that’s what all their competitors do.

Customer Analytics

KDnuggets

MARCH 2, 2023

Learn Data Science in 2023 for FREE with these online courses.

Data Science 160

Data Science 160

CIO Business Intelligence

MARCH 3, 2023

Every futurist and forecaster I have talked to is convinced the transformative technology of the next seven years is artificial intelligence. Everyone seems to be talking about AI. Unfortunately, most of these conversations do not lead to value creation or greater understanding. And, as an IT leader, you can bet these same conversations are reverberating throughout your organization — in particular, in the C-suite.

Management 101

Management Forecasting Technology Measurement 101

Analytics Vidhya

FEBRUARY 26, 2023

Introduction Artificial Intelligence has seen enormous advancements in recent years, notably in the life sciences sector. Various fields of the life sciences, like Biotechnology, Pharmaceuticals, and Medical devices, could be transformed by using AI. This article explains how GPT-3 revolutionized AI in the Life Sciences Industry. Source: NBC News The recently released Generative Pretrained Transformer 3 […] The post Revolutionizing AI in the Life Sciences Industry Using Open AI’s GPT

Analytics 330

Analytics Technology 330

Smart Data Collective

FEBRUARY 28, 2023

Data analytics technology has had a profound impact on the state of the financial industry. A growing number of financial institutions are using analytics tools to make better investing decisions and insurers are using analytics technology to improve their underwriting processes. However, there is an area that is being shaped by analytics technology that has not gotten as much attention – tax compliance.

Analytics 98

Analytics Data mining Finance Analytics Technologies 98

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.

Risk

Domino Data Lab

MARCH 1, 2023

A picture is worth 1000 words, so let's get right into exploring Domino Code Assist (DCA). As I mentioned in my prior blog , with DCA you can import a dataset, make a few data visualizations, and deploy those data visualizations as a Python data app - all through a point-and-click interface. At the end of this, you have a perfectly executable Python or R script that follows the steps that you took in the UI.

Visualization 98

Visualization Publishing Machine Learning 98

CIO Business Intelligence

MARCH 1, 2023

Amazon Web Services on Wednesday made its global Lift program available in India, targeting small and medium-size businesses with revenue ranging from 800 million to 6.25 million rupees. The Lift program, according to AWS, offers promotional credits and nearly 200 AWS services to help enterprises move on-premises workloads to the cloud. The India Lift program allows enterprises within the designated revenue range, regardless of their status as an AWS customer, to join the program.

IT 98

IT Enterprise 98

Analytics Vidhya

FEBRUARY 25, 2023

Introduction Welcome to the fascinating world of stock market anomaly detection! In this project, we’ll dive into the historical data of Google’s stock from 2014-2022 and use cutting-edge anomaly detection techniques to uncover hidden patterns and gain insights into the stock market. By identifying outliers and other anomalies, we aim to understand stock market trends […] The post Anomaly Detection on Google Stock Data 2014-2022 appeared first on Analytics Vidhya.

Marketing 332

Marketing Analytics Deep Learning Visualization 332

KDnuggets

MARCH 3, 2023

Learn about data modeling tools to create, design and manage data models, allowing data scientists to access and use them more quickly.

Modeling 108

Modeling Management 108

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Strategy