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

Python 399

Python DevOps Automation Data Science 399

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 291

Data Quality Data Science Artificial Intelligence Artificial Intelligence 291

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 181

Data Science ChatGPT Prompt Engineer Prompt Engineering 181

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: John Mansour

If you're looking to advance your career in product management, there are more options than just climbing the management ladder. Join our upcoming webinar to learn about highly rewarding career paths that don't involve management responsibilities. We'll cover both career tracks and provide tips on how to position yourself for success in the one that's right for you.

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 380

Big Data Machine Learning 380

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 181

ChatGPT Natural Language Processing NLP Chatbots 181

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 ML Neural Network Machine Learning 119

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 357

Deep Learning Machine Learning Data Science Python 357

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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Generative AI is upending the way product developers & end-users alike are interacting with data. Despite the potential of AI, many are left with questions about the future of product development: How will AI impact my business and contribute to its success? What can product managers and developers expect in the future with the widespread adoption of AI?

Generative AI

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

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 120

Machine Learning Python AI AI 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 357

Deep Learning ChatGPT Artificial Intelligence Artificial Intelligence 357

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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118

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.

LLM

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

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

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 343

Data Science Big Data Automation Computer Vision 343

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

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Learn how to optimize email deliverability and drive greater email ROI. What lands your email in the customer’s inbox? Understanding those factors, otherwise known as email deliverability, is critical to getting the most return on your campaign investments. But the “rules” around which factors land you in the spam folder aren’t always easy to keep up with.

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

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.

ChatGPT 105

ChatGPT OpenAI AI AI 105

Analytics Vidhya

FEBRUARY 28, 2023

Introduction Apache Spark is a powerful big data processing engine that has gained widespread popularity recently due to its ability to process massive amounts of data types quickly and efficiently. While Spark can be used with several programming languages, Python and Scala are popular for building Spark applications. Both languages offer unique advantages and have […] The post Python vs Scala for Apache Spark – Which is Better?

Python 336

Python Big Data 336

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 AI 105

Speaker: Scott Sehlhorst

We know we want to create products which our customers find to be valuable. Whether we label it as customer-centric or product-led depends on how long we've been doing product management. There are three challenges we face when doing this. The obvious challenge is figuring out what our users need; the non-obvious challenges are in creating a shared understanding of those needs and in sensing if what we're doing is meeting those needs.

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.

OpenAI 174

OpenAI ChatGPT AI Developer AI Development 174

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

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.

Data Analysis 330

Data Analysis Algorithm Deep Learning Data Science 330

ODSC - Open Data Science

MARCH 2, 2023

An NBC affiliate in south Florida is reporting that a cheating scandal has erupted at Cape Coral High School involving the use of ChatGPT, a popular language model used for answering questions and completing assignments. It seems that several students have been caught using the AI-powered tool to cheat on tests and assignments. This an issue educators have warned about since AI’s ascendance into the public imagination in late 2022.

ChatGPT 102

ChatGPT Data Science OpenAI Responsible AI 102

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Start-ups & SMBs launching products quickly must bundle dashboards, reports, & self-service analytics into apps. Customers expect rapid value from your product (time-to-value), data security, and access to advanced capabilities. Traditional Business Intelligence (BI) tools can provide valuable data analysis capabilities, but they have a barrier to entry that can stop small and midsize businesses from capitalizing on them.

Data Analysis

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.

OpenAI 174

OpenAI ChatGPT AI Developer AI Development 174

Mlearning.ai

MARCH 3, 2023

Using Diffusion Model, researchers can reconstruct visual images from MRI scan data Continue reading on MLearning.

AI 126

AI AI Computer Vision Artificial Intelligence 126

Analytics Vidhya

FEBRUARY 28, 2023

Introduction Visualizing data is both an art form and a science. Some books provide their best case on creating a compelling narrative for what makes visualization appealing. Still, these texts may fall short since oftentimes; the research is based on survey data (which does not always reflect truth). The science behind most of these texts […] The post How to Create Compelling Visualization?

Data Analysis 325

Data Analysis Python 325