KDnuggets

MARCH 14, 2023

Leverage your data science skills to create five different side streams of income.

Data Science 108

Data Science 108

O'Reilly on Data

MARCH 14, 2023

A couple of days ago, I was thinking about what you needed to know to use ChatGPT (or Bing/Sydney, or any similar service). It’s easy to ask it questions, but we all know that these large language models frequently generate false answers. Which raises the question: If I ask ChatGPT something, how much do I need to know to determine whether the answer is correct?

Testing 312

Testing Modeling IT 312

KDnuggets

MARCH 13, 2023

Use these tools to Access API, Manipulate CSV files, download datasets, and more from your terminal.

Data Science 156

Data Science 156

Analytics Vidhya

MARCH 14, 2023

Introduction Machine Learning in marketing has altered the traditional way of marketing. According to Gartner, by 2023, leading organizations will employ machine learning in some aspects of their sales process. Businesses use machine learning to stay ahead of the competition by handling some of marketing’s most difficult obstacles, such as personalization, real-time customer assistance, and big […] The post Applications of Machine Learning in Marketing in 2023 appeared first on Analy

Machine Learning 358

Machine Learning Marketing Sales Analytics 358

Advertiser: ZoomInfo

AI adoption is reshaping sales and marketing. But is it delivering real results? We surveyed 1,000+ GTM professionals to find out. The data is clear: AI users report 47% higher productivity and an average of 12 hours saved per week. But leaders say mainstream AI tools still fall short on accuracy and business impact. Download the full report today to see how AI is being used — and where go-to-market professionals think there are gaps and opportunities.

Sales

datapine

MARCH 16, 2023

Table of Contents 1) What Are Bar Charts & Graphs? 2) Pros & Cons Of Bar Charts 3) When To Use A Bar Graph 4) Types Of Bar Charts 5) Bar Graphs & Charts Best Practices 6) Bar Chart Examples In today’s fast-paced analytical landscape, data visualization has become one of the most powerful tools organizations can benefit from to be successful with their analytical efforts.

Visualization 196

Visualization KPI Cost-Benefit Dashboards 196

CIO Business Intelligence

MARCH 13, 2023

Diversity is critical to IT performance. Diverse teams perform better, hire better talent, have more engaged members, and retain workers better than those that do not focus on diversity and inclusion, according to a 2020 report from McKinsey. Despite this, women remain widely underrepresented in IT roles. And the numbers back up this assertion, often in stark ways.

Statistics 145

Statistics Reporting Management IT 145

Analytics Vidhya

MARCH 14, 2023

Introduction I am sure you all are familiar with CPU, but have you heard the term GPU? If your answer is no, then this article is for you! With the advancement in technology, the processing systems have also advanced much, so knowing the right technology at the right time is necessary for efficient usage. So […] The post CPU vs GPU: Why GPUs are More Suited for Deep Learning?

Deep Learning 356

Deep Learning Technology Analytics 356

DataKitchen

MARCH 16, 2023

Introduction. How to measure your data analytics team? So it’s Monday, and you lead a data analytics team of perhaps 30 people. You’ve got a new boss. And she is numbers driven – great! But wait, she asks you for your team metrics. Like most leaders of data analytic teams, you have been doing very little to quantify your team’s success.

Metrics 130

Metrics Data Analytics Analytics Measurement 130

CIO Business Intelligence

MARCH 13, 2023

By Ram Velaga, Senior Vice President and General Manager, Core Switching Group This article is a continuation of Broadcom’s blog series: 2023 Tech Trends That Transform IT. Stay tuned for future blogs that dive into the technology behind these trends from more of Broadcom’s industry-leading experts. It is clear that artificial intelligence, machine learning, and automation have been growing exponentially in use—across almost everything from smart consumer devices to robotics to cybersecurity to

Technology 145

Technology Machine Learning Data-driven Testing 145

KDnuggets

MARCH 15, 2023

A new model by OpenAI with improved natural language generation and understanding capabilities.

Modeling 160

Modeling 160

Speaker: Ben Epstein, Stealth Founder & CTO | Tony Karrer, Founder & CTO, Aggregage

When tasked with building a fundamentally new product line with deeper insights than previously achievable for a high-value client, Ben Epstein and his team faced a significant challenge: how to harness LLMs to produce consistent, high-accuracy outputs at scale. In this new session, Ben will share how he and his team engineered a system (based on proven software engineering approaches) that employs reproducible test variations (via temperature 0 and fixed seeds), and enables non-LLM evaluation m

Testing

Analytics Vidhya

MARCH 16, 2023

Introduction Since the last decade, technology has been an integral part of all businesses. It is now the most critical factor determining the success of all business operations. New-age technologies like artificial intelligence and machine learning help drive greater efficiency and productivity and improve other business metrics. Until 2021, the machine learning market was estimated […] The post Impact of Machine Learning on HR in 2023 appeared first on Analytics Vidhya.

Machine Learning 352

Machine Learning Metrics Marketing Technology 352

David Menninger's Analyst Perspectives

MARCH 15, 2023

Data analytics provide valuable insights and enable organizations to make better decisions, improve performance and gain a competitive advantage in the marketplace. Analytics can change frequently depending on the data being analyzed and the methods used to gather and process it. Factors such as new data, changes in the underlying systems or updates to algorithms can all contribute to differences in an analysis.

Analytics 130

Analytics Modeling Data Analytics IT 130

Smart Data Collective

MARCH 14, 2023

JavaScript has become a very important programming language since it was first developed in 1995. The programming language has become even more valuable in a world governed by artificial intelligence. A number of JavaScript programmers are developing AI applications for a variety of purposes. Va Barbosa, Ton A Ngo and their colleagues at IBM wrote an article on this topic titled An introduction to AI in Node.js.

Interactive 128

Interactive IoT Data Science Data-driven 128

KDnuggets

MARCH 17, 2023

In this comprehensive article, we have demonstrated that a seemingly simple task of multi-label text classification can be challenging when traditional methods are applied. We have proposed the use of distribution-balancing loss functions to tackle the issue of class imbalance.

135

135

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The DHS compliance audit clock is ticking on Zero Trust. Government agencies can no longer ignore or delay their Zero Trust initiatives. During this virtual panel discussion—featuring Kelly Fuller Gordon, Founder and CEO of RisX, Chris Wild, Zero Trust subject matter expert at Zermount, Inc., and Principal of Cybersecurity Practice at Eliassen Group, Trey Gannon—you’ll gain a detailed understanding of the Federal Zero Trust mandate, its requirements, milestones, and deadlines.

Strategy

Analytics Vidhya

MARCH 13, 2023

Introduction With the rise in internet penetration across the world, followed by the rapid growth of social media companies, users are increasingly using various social media platforms to interact and engage with other like-minded individuals and also follow their favourite celebrities and influencers. With the increased use of social media, there has been a significant […] The post Detect Cyberbullying Using Topic Modeling and Sentiment Analysis appeared first on Analytics Vidhya.

Modeling 352

Modeling Interactive Analytics 352

Dataiku

MARCH 15, 2023

The release of ChatGPT by OpenAI in December 2022 has drawn an incredible amount of attention. This curiosity extends from artificial intelligence in general to the class of technologies that underpins the AI chatbot in particular. These models, called large language models (LLMs), are capable of generating text on a seemingly endless range of topics.

Modeling 126

Modeling Technology 126

CIO Business Intelligence

MARCH 15, 2023

The post-pandemic reality. Macroeconomic turbulence. Explosive technology innovations. Generational shifts in technological expectations. All these forces and more drive rapid, often confusing change in organizations large and small. With every such change comes opportunity–for bad actors looking to game the system. Cybersecurity cannot stand still, or the waves of innovation will overrun the shores.

Digital Transformation 126

Digital Transformation Risk Risk Management Strategy 126

KDnuggets

MARCH 15, 2023

While AI has certainly several positive uses to offer the world, it’s also displaying harm when it comes to academics, cybersecurity, the environment, jobs, and privacy.

IT 130

IT 130

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Testing

Analytics Vidhya

MARCH 16, 2023

Introduction The data integration techniques ETL (Extract, Transform, Load) and ELT pipelines (Extract, Load, Transform) are both used to transfer data from one system to another. The information is taken from one or more data sources, transformed into a target system-compatible format, and then loaded into the target system as part of the ETL process. […] The post Difference Between ETL and ELT Pipelines appeared first on Analytics Vidhya.

Data Integration 348

Data Integration Analytics Data Processing Machine Learning 348

Smart Data Collective

MARCH 15, 2023

Cloud data security is a crucial aspect of safeguarding sensitive data stored in cloud environments from unauthorized access, theft, and other security threats. This entails implementing a wide range of robust security measures that can protect cloud infrastructure, applications, and data from advanced cyber threats. Furthermore, with the widespread adoption of cloud-based solutions, the risk of cyber-attacks has increased significantly.

Risk 123

Risk Measurement Visualization Management 123

CIO Business Intelligence

MARCH 17, 2023

In addition to showcasing your executive experience and accomplishments, effective and targeted personal branding can demonstrate thought leadership and expertise within specific domain areas, as well as make a statement about your core values, character, and attitude. It can also help you move roles, whether from an operational “keep the lights on” CIO position to a more forward-looking innovative one (or vice versa), or even a CDO, COO or CEO role.

B2B 119

B2B Machine Learning Modeling Technology 119

KDnuggets

MARCH 16, 2023

Learn about NoSQL Databases and their types like key-value, document, graph and column family with their use cases.

125

125

Advertiser: ZoomInfo

ZoomInfo customers aren’t just selling — they’re winning. Revenue teams using our Go-To-Market Intelligence platform grew pipeline by 32%, increased deal sizes by 40%, and booked 55% more meetings. Download this report to see what 11,000+ customers say about our Go-To-Market Intelligence platform and how it impacts their bottom line. The data speaks for itself!

Reporting

Analytics Vidhya

MARCH 13, 2023

Introduction Large Language Models (LLMs) are foundational machine learning models that use deep learning algorithms to process and understand natural language. These models are trained on massive amounts of text data to learn patterns and entity relationships in the language. LLMs can perform many types of language tasks, such as translating languages, analyzing sentiments, chatbot […] The post An Introduction to Large Language Models (LLMs) appeared first on Analytics Vidhya.

Modeling 343

Modeling Deep Learning Machine Learning Analytics 343

Smart Data Collective

MARCH 14, 2023

Are you interested in getting a job as a data scientist? This is a very rapidly growing field. The Bureau of Labor Statistics estimates that there are 113,300 data scientists in the United States. The number of data science jobs is expected to grow 36% between 2021 and 2031. Unfortunately, getting a job as a data scientist is easier said than done. You will need to understand your career options and plan accordingly if you want to get a job in this growing field.

Data Science 120

Data Science Machine Learning Statistics IT 120

CIO Business Intelligence

MARCH 17, 2023

Organizations have been transitioning away from legacy, monolithic platforms as these decades-old IT systems bog down management, flexibility, and agility with their tightly entangled components. CIOs have shifted toward building their own web application platforms with a set of best-in-class tools for more flexibility, customizations, and agile DevOps.

Business Objectives 119

Business Objectives Testing Marketing Technology 119

KDnuggets

MARCH 16, 2023

OpenChatKit enables developers to fine-tune the model, maintain context in dialog, moderate responses, and effortlessly build their own custom chatbot applications.

Modeling 116

Modeling 116

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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.

Optimization

Analytics Vidhya

MARCH 16, 2023

Introduction This article will be a deep guide for Beginners in Apache Oozie. Apache Oozie is a workflow scheduler system for managing Hadoop jobs. It enables users to plan and carry out complex data processing workflows while handling several tasks and operations throughout the Hadoop ecosystem. Users of Oozie can describe dependencies between various jobs […] The post Introduction to Apache Oozie appeared first on Analytics Vidhya.

Data Processing 337

Data Processing Management Analytics IT 337

AWS Big Data

MARCH 17, 2023

Amazon Athena is a serverless and interactive query service that allows you to easily analyze data in Amazon Simple Storage Service (Amazon S3) and 25-plus data sources, including on-premises data sources or other cloud systems using SQL or Python. Athena built-in capabilities include querying for geospatial data ; for example, you can count the number of earthquakes in each Californian county.

Visualization 105

Visualization Machine Learning Consulting Data Warehouse 105

CIO Business Intelligence

MARCH 16, 2023

While crystal ball technology is notoriously fallible, tech leaders say there are a handful of changes to IT work that we’ll likely see half a decade from now. IT pros will work in environments that are more task-based than position-based, experts say, relying more on automation and AI, and using tools that are increasingly portable yet powerful. At the same time, automation through AI in particular will need a human touch, to review processes and results, creating a need for soft skills in the

IT 119

IT Data-driven Technology Digital Transformation 119

KDnuggets

MARCH 14, 2023

Which platforms would I recommend as a go-to for learning and practicing data science skills? The list would change every day, depending on my mood. Here’s today’s list with an overview of each platform.

Data Science 112

Data Science 112

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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?

Business Intelligence