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

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Python DevOps Automation Data Science 381

Cassie Kozyrkov

FEBRUARY 25, 2023

The industry-wide neglect of data design and data quality (and what you can do about it) Continue reading on Towards Data Science »

Data Quality 340

Data Quality Data Science Artificial Intelligence Artificial Intelligence 340

Flipboard

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 182

Data Science ChatGPT Prompt Engineer Prompt Engineering 182

Machine Learning Mastery

MARCH 2, 2023

PyTorch is a deep learning library. You can build very sophisticated deep learning models with PyTorch. However, there are times you want to have a graphical representation of your model architecture. In this post, you will learn: How to save your PyTorch model in an exchange format How to use Netron to create a graphical […] The post Visualizing a PyTorch Model appeared first on MachineLearningMastery.com.

Deep Learning 145

Deep Learning 145

Speaker: David Warren and Kevin O’Neill Stoll

Transitioning to a usage-based business model offers powerful growth opportunities but comes with unique challenges. How do you validate strategies, reduce risks, and ensure alignment with customer value? Join us for a deep dive into designing effective pilots that test the waters and drive success in usage-based revenue. Discover how to develop a pilot that captures real customer feedback, aligns internal teams with usage metrics, and rethinks sales incentives to prioritize lasting customer eng

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 374

Big Data Machine Learning 374

Flipboard

FEBRUARY 28, 2023

Job hunting can be a lot of stress, as well as a lot of work. It can take a lot of time too — according to the Bureau of Labor Statistics, the average job search takes roughly five months.

ChatGPT 181

ChatGPT Generative AI OpenAI Machine Learning 181

SAS Software

MARCH 1, 2023

SAS' Mary Carter details challenges and benefits of accelerating the delivery of SAS software. The post Accelerating Delivery with CI/CD – Navigating the Journey appeared first on SAS Blogs.

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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 363

Deep Learning ChatGPT Artificial Intelligence Artificial Intelligence 363

Google Research AI blog

MARCH 2, 2023

Posted by Florian Hartmann, Software Engineer, and Peter Kairouz, Research Scientist, Google Research Federated learning is a distributed way of training machine learning (ML) models where data is locally processed and only focused model updates and metrics that are intended for immediate aggregation are shared with a server that orchestrates training.

Software Engineer 119

Software Engineer Neural Network ML Machine Learning 119

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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

Flipboard

FEBRUARY 28, 2023

A large deep learning model can take a long time to train. You lose a lot of work if the training process interrupted in the middle. But sometimes, you actually want to interrupt the training process in the middle because you know going any further would not give you a better model. In this post, […] The post Managing a PyTorch Training Process with Checkpoints and Early Stopping appeared first on MachineLearningMastery.com.

Deep Learning 181

Deep Learning 181

SAS Software

MARCH 1, 2023

A SAS programmer wanted to compute the distribution of X-Y, where X and Y are two beta-distributed random variables. Pham-Gia and Turkkan (1993) derive a formula for the PDF of this distribution. Unfortunately, the PDF involves evaluating a two-dimensional generalized hypergeometric function, which is not available in all programming languages. [.] The post The distribution of the difference between two beta random variables appeared first on SAS Blogs.

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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.

Deep Learning 359

Deep Learning Machine Learning Data Science Python 359

databricks

FEBRUARY 27, 2023

Ray is a prominent compute framework for running scalable AI and Python workloads, offering a variety of distributed machine learning tools, large-scale hyperparameter.

Machine Learning 123

Machine Learning Python AI AI 123

Speaker: Simran Kaur, Founder & CEO at Tattva Health Inc.

The healthcare landscape is being revolutionized by AI and cutting-edge digital technologies, reshaping how patients receive care and interact with providers. In this webinar led by Simran Kaur, we will explore how AI-driven solutions are enhancing patient communication, improving care quality, and empowering preventive and predictive medicine. You'll also learn how AI is streamlining healthcare processes, helping providers offer more efficient, personalized care and enabling faster, data-driven

AI

Flipboard

FEBRUARY 26, 2023

OpenAI opened the ChatGPT beta in late November 2022, in a move that produced the most powerful natural language processing (NLP) AI model to date. It quickly went viral, attracting a million users in the first five days. Will models like ChatGPT completely replace chatbots?

ChatGPT 182

ChatGPT Natural Language Processing NLP Chatbots 182

SAS Software

FEBRUARY 27, 2023

In applied mathematics, there is a large collection of "special functions." These function appera in certain applications, often as the solution to a differential equation, but also in the definition of probability distributions. For example, I have written about Bessel functions, the complete and incomplete gamma function, and the complete [.] The post Compute hypergeometric functions in SAS appeared first on SAS Blogs.

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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 347

Data Science Big Data Automation Computer Vision 347

Google Research AI blog

FEBRUARY 28, 2023

Posted by Natasha Noy, Research Scientist, and Omar Benjelloun, Software Engineer, Google Research Access to datasets is critical to many of today's endeavors across verticals and industries, whether scientific research, business analysis, or public policy. In the scientific community and throughout various levels of the public sector, reproducibility and transparency are essential for progress, so sharing data is vital.

Metadata 116

Metadata Software Engineer Data Discovery 116

Speaker: Jay Allardyce, Deepak Vittal, and Terrence Sheflin

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.

Business Intelligence

Flipboard

FEBRUARY 25, 2023

Tesla has applied for a set of patents that are set to significantly improve virtualization, recognition, and Full Self Driving overall. Tesla has worked tirelessly to improve full self-driving technology in the first two months of the year. Most recently, Tesla pushed its most significant improvement to employees, v11.3. Still, with new patented technology, the software is set to continue to improve dramatically this year.

Machine Learning 182

Machine Learning AI AI 182

SAS Software

FEBRUARY 28, 2023

As the world moves toward a low-carbon future, the power and utilities industry faces significant financial and reputational risks due to the potential stranding of resources and assets. This transition to carbon-free energy sources could render carbon-intensive assets – such as coal- and gas-fired power plants, coal mines and hydrocarbon [.

AI 111

AI AI 111

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

Artificial Intelligence 335

Artificial Intelligence Artificial Intelligence Explainability AI 335

ODSC - Open Data Science

FEBRUARY 28, 2023

The internet is full of exciting posts about how language assistants like ChatGPT will change everything. This starts with the claim that developers will allegedly no longer be needed and ends with the idea that artificial intelligence (AI) may soon wipe us out. In this article, we want to clarify how these language assistants work and what we can realistically expect or fear from them.

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ChatGPT OpenAI AI AI 105

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Flipboard

FEBRUARY 25, 2023

From a Google killer to the heralding in of a humanity controlled by AI, the new ChatGPT application has been making waves — and even scaring people, too — since it was introduced late last year.

ChatGPT 181

ChatGPT Machine Learning AI AI 181

SAS Software

MARCH 3, 2023

Generative AI (GAI) is a category of AI that can create new content, including video, audio, images and text. GAI has the potential to change the way we approach content creation. It’s gotten much attention lately. Take ChatGPT for example. The AI chatbot has captivated the public’s imagination with clever [.

Generative AI 105

Generative AI AI Chatbots Chatbots ChatGPT 105

Analytics Vidhya

MARCH 1, 2023

Introduction Personalized learning is an approach to education that uses AI algorithms to analyze students’ learning styles and tailor instruction to their individual needs. This can include customized lesson plans, study materials, and activities tailored to the student’s strengths and weaknesses, interests, and learning preferences. With personalized learning, students can work at their own pace, […] The post Use Cases of Artificial Intelligence in E-Learning appeared first o

Artificial Intelligence 326

Artificial Intelligence Artificial Intelligence Algorithm AI 326

Google Research AI blog

MARCH 1, 2023

Posted by Minji Yoon, Research Intern, and Bryan Perozzi, Research Scientist, Google Research, Graph Mining Team Industrial applications of machine learning are commonly composed of various items that have differing data modalities or feature distributions. Heterogeneous graphs (HGs) offer a unified view of these multimodal data systems by defining multiple types of nodes (for each data type) and edges (for the relation between data items).

Neural Network 105

Neural Network Deep Learning Machine Learning 105

Speaker: Anindo Banerjea, CTO at Civio & Tony Karrer, CTO at Aggregage

When developing a Gen AI application, one of the most significant challenges is improving accuracy. This can be especially difficult when working with a large data corpus, and as the complexity of the task increases. The number of use cases/corner cases that the system is expected to handle essentially explodes. 💥 Anindo Banerjea is here to showcase his significant experience building AI/ML SaaS applications as he walks us through the current problems his company, Civio, is solving.

Generative AI

Flipboard

MARCH 1, 2023

To call ChatGPT, the free text-generating AI developed by San Francisco-based startup OpenAI, a hit is a massive understatement. As of December, ChatGPT had an estimated over 100 million monthly active users. It’s attracted major media attention and spawned countless memes on social media.

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OpenAI ChatGPT Generative AI AI Development 178

Mlearning.ai

FEBRUARY 25, 2023

Unlock Your Creative Potential with an AI Degree from the AI Art Institute Continue reading on MLearning.

AI 137

AI AI Artificial Intelligence Artificial Intelligence 137

Analytics Vidhya

MARCH 2, 2023

Introduction Python is one of the most popular programming languages used in various domains such as data science, web development, and automation. One of the fundamental operations in programming is reversing a string, and Python provides several ways to achieve this task. Reversing a string in Python is a basic operation that every Python developer […] The post How to Reverse a String in Python in 5 Ways?

Python 325

Python Data Science Automation Machine Learning 325