Analytics Vidhya

JANUARY 8, 2023

Introduction Welcome to the world of MLOps, or Machine Learning Operations! If you’re an industry specialist looking to understand MLOps and how it can benefit your organization, then you’re at the right place. MLOps, or Machine Learning Operations, is a set of practices and techniques that enables an organization to effectively build, deploy, and manage […].

Machine Learning 399

Machine Learning Data Science 399

Cassie Kozyrkov

JANUARY 29, 2023

Let’s take a Midjourney around the world Continue reading on Towards Data Science »

Data Science 353

Data Science AI AI Artificial Intelligence 353

BAIR

JANUARY 20, 2023

Reinforcement learning provides a conceptual framework for autonomous agents to learn from experience, analogously to how one might train a pet with treats. But practical applications of reinforcement learning are often far from natural: instead of using RL to learn through trial and error by actually attempting the desired task, typical RL applications use a separate (usually simulated) training phase.

Robotics 275

Robotics Continuous Learning Algorithm 275

IBM Journey to AI blog

JANUARY 12, 2023

An allocation is the process of shifting overhead costs throughout an organization. One company might want to distribute costs across business units or departments. Another might want to assign costs to individual products or projects. Fundamentally, the smartest approach to allocations is about properly assigning costs to the areas that benefit from those costs.

AI 232

AI AI 232

Speaker: Kevin Burke

AI is reshaping marketing and sales, empowering professionals to work smarter, faster, and more effectively. This webinar will provide a practical introduction to AI, focusing on its current applications, transformative potential, and strategies for successful implementation in your organization. Using real-world examples and actionable insights, we’ll examine how businesses are leveraging AI to increase efficiency, enhance personalization, and drive measurable results.

AI

Flipboard

JANUARY 30, 2023

Four recommendations to ensure your investment strategy drives real business value.

AI 181

AI AI Data Science Machine Learning 181

Analytics Vidhya

JANUARY 20, 2023

Introduction Machine learning has become an essential tool for organizations of all sizes to gain insights and make data-driven decisions. However, the success of ML projects is heavily dependent on the quality of data used to train models. Poor data quality can lead to inaccurate predictions and poor model performance. Understanding the importance of data […] The post What is Data Quality in Machine Learning?

Data Quality 397

Data Quality Machine Learning ML ETL 397

Cassie Kozyrkov

JANUARY 29, 2023

Let’s take a Midjourney around the world Continue reading on The Startup »

AI 246

AI AI Artificial Intelligence Artificial Intelligence 246

OpenAI

JANUARY 23, 2023

We're happy to announce that OpenAI and Microsoft are extending our partnership. This multi-year, multi-billion dollar investment from Microsoft follows their previous investments in 2019 and 2021, and will allow us to continue our independent research and develop AI that is increasingly safe, useful, and powerful. In pursuit of our mission to ensure advanced AI benefits all of humanity, OpenAI remains a capped-profit company and is governed by the OpenAI non-profit.

OpenAI 145

OpenAI AI AI 145

IBM Journey to AI blog

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 Quality 187

Data Quality AI AI 187

Speaker: Joe Stephens, J.D., Attorney and Law Professor

Ready to cut through the AI hype and learn exactly how to use these tools in your legal work? Join this webinar to get practical guidance from attorney and AI legal expert, Joe Stephens, who understands what really matters for legal professionals! What You'll Learn: Evaluate AI Tools Like a Pro 🔍 Learn which tools are worth your time and how to spot potential security and ethics risks before they become problems.

AI

Flipboard

JANUARY 29, 2023

The AI chatbot has proven to be very capable of technical tasks, such as writing and coding. But it can't do everything - yet.

AI Chatbots 182

AI Chatbots ChatGPT Chatbots AI 182

Machine Learning Mastery

JANUARY 30, 2023

Designing a deep learning model is sometimes an art. There are a lot of decision points and it is not easy to tell what is the best. One way to come up with a design is by trial and error and evaluating the result on real data. Therefore, it is important to have a scientific […] The post How to Evaluate the Performance of PyTorch Models appeared first on MachineLearningMastery.com.

Deep Learning 145

Deep Learning 145

Analytics Vidhya

JANUARY 13, 2023

This article was published as a part of the Data Science Blogathon. Introduction This is a multiclass classification project to classify the severity of road accidents into three categories. This project is based on real-world data, and the dataset is also highly imbalanced. There are three types of injuries in a target variable: minor, severe, […].

Machine Learning 395

Machine Learning Data Science Data Analysis Python 395

databricks

JANUARY 26, 2023

This is a collaborative post from Databricks and wisecube.ai. We thank Vishnu Vettrivel, Founder, and Alex Thomas, Principal Data Scientist, for their contributions.

Data Scientist 137

Data Scientist 137

Speaker: Carolyn Clark and Miriam Connaughton

Forget predictions, let’s focus on priorities for the year and explore how to supercharge your employee experience. Join Miriam Connaughton and Carolyn Clark as they discuss key HR trends for 2025—and how to turn them into actionable strategies for your organization. In this dynamic webinar, our esteemed speakers will share expert insights and practical tips to help your employee experience adapt and thrive.

AI

Becoming Human

JANUARY 23, 2023

The AI revolution is upon us, and it’s important to be prepared for the changes it will bring. Artificial intelligence (AI) is set to disrupt industries and change the way we live and work. From healthcare to finance, transportation, and beyond, AI is poised to revolutionize the way we do things. To stay ahead of the curve and be ready for the changes that are coming, it’s important to understand the basics of AI and machine learning, develop skills in data science and analysis, learn to code, s

Artificial Intelligence 136

Artificial Intelligence Artificial Intelligence Machine Learning Data Science 136

IBM Journey to AI blog

JANUARY 19, 2023

Data privacy regulations, such as the General Data Protection Regulation (GDPR) in the European Union or the California Consumer Privacy Act (CCPA) in the state of California, are inescapable. By 2024, for instance, 75% of the entire world’s population will have its personal data protected by encryption, multifactor authentication, masking and erasure, as well as data resilience.

Explainability 159

Explainability AI AI 159

Flipboard

JANUARY 27, 2023

PyTorch is a powerful Python library for building deep learning models. It provides everything you need to define and train a neural network and use it for inference. You don’t need to write a lot of code to get all these done. In this pose, you will discover how to create your first deep learning […] The post Develop Your First Neural Network with PyTorch, Step-by-Step appeared first on MachineLearningMastery.com.

Neural Network 182

Neural Network Deep Learning Python 182

Machine Learning Mastery

JANUARY 15, 2023

Last Updated on January 18, 2023 A single-layer neural network, also known as a single-layer perceptron, is the simplest type of neural network. It consists of only one layer of neurons, which are connected to the input layer and the output layer. In case of an image classifier, the input layer would be an image […] The post Building an Image Classifier with a Single-Layer Neural Network in PyTorch appeared first on MachineLearningMastery.com.

Neural Network 137

Neural Network Deep Learning 137

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

JANUARY 25, 2023

Introduction Source – mccinnovations.com Do you ever wonder how companies develop and train machine learning models without experts? Well, the secret is in the field of Automated Machine Learning (AutoML). AutoML simplifies the process of building and tuning machine learning models for organizations to harness the power of […] The post The Future of Machine Learning: AutoML appeared first on Analytics Vidhya.

Machine Learning 361

Machine Learning Automation Data Analysis Data Science 361

SAS Software

JANUARY 25, 2023

I previously discussed how to use the PUTLOG statement to write a message from the DATA step to the log in SAS. The PUTLOG statement is commonly used to write notes, warnings, and errors to the log. This article shows how to use the PRINTTOLOG subroutine in SAS IML software [.] The post Write to the log from SAS IML programs appeared first on SAS Blogs.

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O'Reilly Media

JANUARY 17, 2023

What would you say is the job of a software developer? A layperson, an entry-level developer, or even someone who hires developers will tell you that job is to … well … write software. Pretty simple. An experienced practitioner will tell you something very different. They’d say that the job involves writing some software, sure. But deep down it’s about the purpose of software.

Automation 134

Automation Robotics Data Scientist ML 134

IBM Journey to AI blog

JANUARY 17, 2023

Due to the convergence of events in the data analytics and AI landscape, many organizations are at an inflection point. Regardless of size, industry or geographical location, the sprawl of data across disparate environments, increase in velocity of data and the explosion of data volumes has resulted in complex data infrastructures for most enterprises.

Data Science 146

Data Science Data Integration Automation Metadata 146

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Flipboard

JANUARY 24, 2023

“Write an article on ‘What is payment gateway?’” I recently typed into a ChatGPT window. ChatGPT, an artificial intelligence-powered writing generator, quickly obliged. The result was impressive.

Artificial Intelligence 182

Artificial Intelligence Artificial Intelligence ChatGPT OpenAI 182

Machine Learning Mastery

JANUARY 26, 2023

Last Updated on January 27, 2023 The PyTorch library is for deep learning. Deep learning, indeed, is just another name for a large scale neural network or multilayer perceptron network. In its simplest form, multilayer perceptrons are a sequence of layers connected in tandem. In this post, you will discover the simple components you can […] The post Building Multilayer Perceptron Models in PyTorch appeared first on MachineLearningMastery.com.

Neural Network 134

Neural Network Deep Learning 134

Analytics Vidhya

JANUARY 9, 2023

This article was published as a part of the Data Science Blogathon. Introduction Source: [link] Imagine you’re a member of an elite team of experts tasked with understanding and communicating with a group of alien robots. These robots have landed on Earth and are causing destruction and chaos, and it’s up to you to fathom […]. The post Top 11 Interview Questions About Transformer Networks appeared first on Analytics Vidhya.

Robotics 356

Robotics Data Science NLP Machine Learning 356

Google Research AI blog

JANUARY 18, 2023

Posted by Jeff Dean, Senior Fellow and SVP of Google Research, on behalf of the Google Research community Today we kick off a series of blog posts about exciting new developments from Google Research. Please keep your eye on this space and look for the title “Google Research, 2022 & Beyond” for more articles in the series. I’ve always been interested in computers because of their ability to help people better understand the world around them.

Computer Vision 132

Computer Vision Auto-classification Large Language Models Neural Network 132

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Business Intelligence

SAS Software

JANUARY 31, 2023

SAS 9.4M8 is available. Its focus is on security and updates to third-party technologies. It also updates the supported OS environments. The post SAS 9.4 Maintenance 8 is available appeared first on SAS Blogs.

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IBM Journey to AI blog

JANUARY 17, 2023

I have worked with IBM Planning Analytics with Watson , the platform formerly known as TM1, for over 20 years. I have never been more excited to share in our customers’ enthusiasm for this solution and how it is revolutionising many manual, disconnected, and convoluted processes to support an organisation’s planning and decision-making activities. Over the last few months, we have been collecting stories from our customers and projects delivered in 2022 and hearing the feedback on how IBM Planni

Data Analysis 146

Data Analysis AI AI 146

Flipboard

JANUARY 24, 2023

As I mentioned a few times in this blog, I’ve been working with and teaching about artificial intelligence since the start of my career.

Artificial Intelligence 181

Artificial Intelligence Artificial Intelligence AI AI 181