Analytics Vidhya

JANUARY 23, 2023

Introduction The sigmoid function is a fundamental component of artificial neural networks and is crucial in many machine-learning applications. This blog post will dive deep into the sigmoid function and explore its properties, applications, and implementation in code. Source: Pixabay First, let’s start with the basics. The sigmoid function is a mathematical function that maps […] The post Why is Sigmoid Function Important in Artificial Neural Networks?

Machine Learning 340

Machine Learning Analytics IT Deep Learning 340

KDnuggets

JANUARY 23, 2023

Here are 6 stages of a novel Data Science Project; From Data Collection to Model in Production, backed by research and examples.

Data Collection 155

Data Collection Data Science Modeling 155

Analytics Vidhya

JANUARY 23, 2023

Introduction The FIFA World Cup 2022 may be over, but the story of Belgian striker Romelu Lukaku’s performance against Croatia will be remembered as one of the tournament’s most heartbreaking tales. Despite his high transfer fee tagged to his name, Lukaku’s inability to convert easy chances led to Belgium’s early exit. But what if there […] The post Artificial Intelligence in Sports: Generating Match Highlights With AI appeared first on Analytics Vidhya.

Analytics 339

Analytics Machine Learning 339

CIO Business Intelligence

JANUARY 23, 2023

OpenAI has landed billions of dollars more funding from Microsoft to continue its development of generative artificial intelligence tools such as Dall-E 2 and ChatGPT. A move that is likely to unlock similar investments from competitors — Google in particular — and open the way for new or improved software tools for enterprises large and small. Microsoft stands to benefit from its investment in three ways.

Enterprise 131

Enterprise Deep Learning Recreation/Entertainment Interactive 131

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

KDnuggets

JANUARY 23, 2023

Get your hands on these gems to learn Python, data analytics, machine learning, and deep learning.

Data Science 160

Data Science Deep Learning Machine Learning Data Analytics 160

CIO Business Intelligence

JANUARY 23, 2023

The pandemic has led many organizations in the Middle East to shift towards a digital-first strategy. According to IDC’s group vice president and regional managing director for the Middle East, Turkey, and Africa, Jyoti Lalchandani: “This means choosing digitalization options over non-digital options as a rule while implementing or enhancing new products, services, channels, customer/employee experiences, or operational processes.

IoT 111

IoT Strategy Cost-Benefit Digital Transformation 111

CIO Business Intelligence

JANUARY 23, 2023

The tech industry has long been known for its lack of diversity and, as a result, there’s been a big push for companies to take DEI strategies seriously. Diversity not only helps organizations perform better but fostering equity and inclusion can also strengthen recruiting and retention rates, as well as overall employee satisfaction. In fact, diverse companies have been shown to have a 2.5 times higher cash flow per employee and three in four job seekers and workers prefer diverse companies, ac

Strategy 98

Strategy IT Reporting Data Processing 98

KDnuggets

JANUARY 23, 2023

ChatGPT as a Python Programming Assistant • ChatGPT: Everything You Need to Know • Explainable AI: 10 Python Libraries for Demystifying Your Model’s …

Machine Learning 114

Machine Learning 114

IBM Big Data Hub

JANUARY 23, 2023

If you’re in charge of managing data at your organization, you know how important it is to have a system in place for ensuring that your data is accurate, up-to-date, and secure. That’s where data governance comes in. What exactly is data governance and why is it so important? Simply put, data governance is the process of establishing policies, procedures, and standards for managing data within an organization.

Data Governance 73

Data Governance Data Quality Management IT 73

Octopai

JANUARY 23, 2023

What happens when you need to move datasets from one database to another? Your organization is updating its systems, or you’re moving to the cloud, or your company has been acquired and you need to transfer your data into your new parent company’s databases. Welcome to the database migration experience. No database migration is easy, but the right approach and strategies can make the data migration process easier and smoother.

Strategy 61

Strategy Testing Sales Interactive 61

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

Dataiku

JANUARY 23, 2023

If you had asked me 5 years ago if a vaccine could be developed and approved (for emergency use) in less than a year using mRNA technology I would have woman-splained (my husband calls it “XX”plaining ) to you that the discovery and development process just doesn’t work like that. The last three years have rocked the healthcare and life sciences landscape like never before.

Technology 52

Technology IT 52

Depict Data Studio

JANUARY 23, 2023

In 1998, NASA launched the unmanned Mars Climate Orbiter to study the atmosphere of Mars. However, the spacecraft never finished its mission. In fact, upon reaching Mars the next year, the $125 million spacecraft promptly crash landed into Mars, disintegrating in the atmosphere. What could have caused such a crash landing? Was it a freak meteor strike?

Testing 52

Testing Metrics IT Software 52

CIO Business Intelligence

JANUARY 23, 2023

Murat Ozkan, Chief Information and Digital Officer at Anadolu Efes, the Turkey-based international beverages company, talks about how a data management strategy comprising AI and analytics will sustain further growth.

Strategy 52

Strategy Management Analytics 52

DataKitchen

JANUARY 23, 2023

What is data lineage? Data lineage traces data’s origin, history, and movement through various processing, storage, and analysis stages. It is used to understand the provenance of data and how it is transformed and to identify potential errors or issues. Data lineage can also be used for compliance, auditing, and data governance purposes. Data lineage has a long history, starting as a tool for compliance and auditing in mainframe systems, evolving to address the challenges of understandin

Testing 130

Testing Data Governance Data Quality Data-driven 130

Speaker: Margaret-Ann Seger, Head of Product, Statsig

Experimentation is often seen as an aspirational practice, especially at smaller, fast-moving companies who are strapped for time and resources. So, how can you get your team making decisions in a more data-driven way while continuing to remain lean and maintaining ship velocity? In this webinar, Margaret-Ann Seger, Head of Product at Statsig, will teach you how to build an experimentation culture from the ground-up, graduating from just getting started with data-driven development to operating

Data-driven

CIO Business Intelligence

JANUARY 23, 2023

With a career path that wound through R&D, product development, advanced supply chain, and technology, Praveen Jonnala is well positioned to lead a global IT organization as well as take the reins of operations and other core business functions. Jonnala stepped in as CIO at network infrastructure provider CommScope two years ago after more than a dozen years spent at the company in various roles leading business and technology transformation.

Digital Transformation 145

Digital Transformation Technology Management Cost-Benefit 145