O'Reilly on Data

DECEMBER 10, 2024

There are more than a few math textbooks online, and its fair to assume that all of them are in the training data. So I tried a slightly more obscure example: Prove that if a number consists only of ones (like 11111111) and is prime, the number of digits (all 1s) must also be prime. But we have learned something very important.

Testing 257

Testing Modeling Software IT 257

Analytics Vidhya

DECEMBER 2, 2024

As indicated in machine learning and statistical modeling, the assessment of models impacts results significantly. Meet the F-Beta Score, a more unrestrictive measure that let the user weights precision over recall or […] The post What is F-Beta Score?

Machine Learning 208

Machine Learning Statistics Measurement Modeling 208

O'Reilly on Data

JANUARY 21, 2025

Incremental gains are harder to achieve, and organizations betting on ever-more-powerful LLMs are beginning to see diminishing returns. A Better Way Forward: Structured Automation The alternative isnt to abandon AIs capabilities but to harness them more intelligently through structured automation. Were they out of stock?

Cost-Benefit 299

Cost-Benefit Testing Interactive Software 299

Analytics Vidhya

JULY 25, 2022

Introduction Deep learning has paved its roots much more decisively in our daily lives. As a society, we experience miniature lifestyle changes, such as self-driving cars, Google Assistant, Netflix recommendations, spam email detection, and many more. Similarly, deep learning has also evolved in […].

Deep Learning 378

Deep Learning Data Science Publishing Analytics 378

CIO Business Intelligence

NOVEMBER 27, 2024

AI enhances organizational efficiency by automating repetitive tasks, allowing employees to focus on more strategic and creative responsibilities. Ultimately, it simplifies the creation of AI models, empowers more employees outside the IT department to use AI, and scales AI projects effectively.

Data Architecture 128

Data Architecture Cost-Benefit Machine Learning Experimentation 128

Analytics Vidhya

MAY 29, 2022

Introduction on Machine Learning Last month, I participated in a Machine learning approach Hackathon hosted on Analytics Vidhya’s Datahack platform. Over a weekend, more than 600 participants competed to build and improve their solutions and climb the leaderboard. In this article, I will […].

Machine Learning 400

Machine Learning Forecasting Data Processing Data Science 400

Analytics Vidhya

SEPTEMBER 22, 2023

Introduction The area of machine learning (ML) is rapidly expanding and has applications across many different sectors. Keeping track of machine learning experiments using MLflow and managing the trials required to construct them gets harder as they get more complicated.

Machine Learning 389

Machine Learning Management Analytics Modeling 389

Analytics Vidhya

JULY 7, 2022

With the intent to make learning data science more engaging to the community, we began with our new initiative- “DataHour”. The post Building Smarter Solutions with Machine Learning appeared first on Analytics Vidhya. Overview Analytics Vidhya has long been at the forefront of imparting data science knowledge to its community.

Machine Learning 393

Machine Learning Data Science Analytics Deep Learning 393

Analytics Vidhya

JULY 12, 2024

Introduction The recent decade has witnessed a massive surge in the application of Machine learning techniques. Adding machine learning techniques to […] The post No Code Machine Learning for Non-CS Background appeared first on Analytics Vidhya.

Machine Learning 336

Machine Learning Manufacturing Business Services Analytics 336

O'Reilly on Data

OCTOBER 17, 2023

Anant Agarwal, an MIT professor and of the founders of the EdX educational platform, recently created a stir by saying that prompt engineering was the most important skill you could learn. And that you could learn the basics in two hours. Could the basics be learned in a couple of hours?

Interactive 340

Interactive Software Testing IT 340

Analytics Vidhya

JANUARY 20, 2023

Introduction Machine learning is great! But there’s one thing that makes it even better: ensemble learning. Ensemble learning helps enhance the performance of machine learning models. Multiple machine learning models are combined to obtain a more accurate model. The concept behind it is simple.

Machine Learning 348

Machine Learning Modeling Analytics IT 348

CIO Business Intelligence

JANUARY 6, 2025

They want to expand their use of artificial intelligence, deliver more value from those AI investments, further boost employee productivity, drive more efficiencies, improve resiliency, expand their transformation efforts, and more. Its more about optimizing and maximizing the value were getting out of gen AI, she says.

IT 140

IT Cost-Benefit Measurement Experimentation 140

CIO Business Intelligence

OCTOBER 24, 2024

What’s worrying is that this list is only going to be more extensive as the capabilities of AI expand and fuel more sophisticated cyberattacks. Artificial Intelligence: A turning point in cybersecurity The cyber risks introduced by AI, however, are more than just GenAI-based.

Risk 128

Risk Measurement Optimization Machine Learning 128

Analytics Vidhya

OCTOBER 3, 2022

Introduction In data science, learning about databases is inevitable. In fact, as a data science expert, you have to learn how to work with databases, run queries quickly, and more. Learn […]. This article was published as a part of the Data Science Blogathon. There is no way around it! He has two things to know.

Data Science 354

Data Science Publishing Analytics IT 354

Analytics Vidhya

JULY 24, 2022

Introduction Any data science task starts with exploratory data analysis to learn more about the data, what is in the data and what is not. This article was published as a part of the Data Science Blogathon. Having knowledge of different pandas functions certainly helps to complete the analysis in time.

Data Science 400

Data Science Publishing Analytics Machine Learning 400

Analytics Vidhya

APRIL 1, 2022

Introduction In this article, we will learn how to make a real-time blink detector application using computer vision. Also, we will be using more libraries and mathematics to build such an application while going through a complete pipeline and code-by-code analysis. […].

Data Science 399

Data Science Publishing Analytics 399

Analytics Vidhya

MAY 29, 2022

Imbalanced data means the number of rows or frequency of data points of one class is much more than the other class. The post Handling Imbalanced Data with Imbalance-Learn in Python appeared first on Analytics Vidhya. In other […].

Data Science 398

Data Science Publishing Analytics Machine Learning 398

Analytics Vidhya

MAY 22, 2022

Introduction on Preprocessing Preprocessing is an essential step in machine learning. We underestimate preprocessing but in reality, choosing the right preprocessing for our data is equally important as choosing the right model, if not more. This article was published as a part of the Data Science Blogathon.

Machine Learning 393

Machine Learning Data Science Publishing Modeling 393

Analytics Vidhya

JUNE 23, 2023

In medicine, artificial intelligence (AI) is being used more and more regularly, particularly in diagnosis and treatment planning. AI and machine learning have become effective diagnostic tools in recent years. By offering more accurate diagnoses, this technology can potentially change healthcare.

Machine Learning 353

Machine Learning Technology Management Analytics 353

CIO Business Intelligence

JANUARY 14, 2025

Leveraging current employees who already understand the companys operations and culture can build a more versatile and adaptable workforce. Additionally, while these tools are excellent for simple applications, they might not be suitable for more complex systems that require specialized IT expertise.

Strategy 124

Strategy IT Marketing Technology 124

Analytics Vidhya

NOVEMBER 1, 2022

Introduction Learning its tools is one way to start having a hands-on understanding of MLOps. Understanding the tools makes the concept more practical and easy to grasp. This article was published as a part of the Data Science Blogathon. MLOps finds its importance in place of model deployment.

Data Science 386

Data Science Publishing Modeling Analytics 386

Analytics Vidhya

FEBRUARY 28, 2023

Introduction Machine learning projects always excite people and inspire them to learn more about them. But the Machine learning model works on data. Before model construction, we need to analyze and understand the data to identify the hidden patterns that come under the data analysis.

Machine Learning 336

Machine Learning Modeling Analytics 336

Analytics Vidhya

MAY 11, 2023

Introduction As artificial intelligence and machine learning continue to evolve at a rapid pace, we find ourselves in a world where chatbots are becoming increasingly commonplace. Google recently made headlines with the release of Bard, its language model for dialogue applications (LaMDA).

Machine Learning 382

Machine Learning Modeling Analytics IT 382

DataKitchen

FEBRUARY 20, 2025

Now With Actionable, Automatic, Data Quality Dashboards Imagine a tool that can point at any dataset, learn from your data, screen for typical data quality issues, and then automatically generate and perform powerful tests, analyzing and scoring your data to pinpoint issues before they snowball. DataOps just got more intelligent.

Data Quality 187

Data Quality Scorecard Testing Dashboards 187

O'Reilly on Data

JUNE 11, 2024

We’re also using it to build new kinds of learning experiences. Answers is a generative AI-powered feature that aims to answer questions in the flow of learning. It’s in every book, on-demand course, and video, and will eventually be available across our entire learning platform. They’re fast, effective, and inexpensive.

Modeling 340

Modeling Experimentation Interactive Data-driven 340

Analytics Vidhya

JULY 4, 2022

Introduction With this Tableau tutorial, you’ll learn how to visualize data and derive valuable insights from raw data, making dashboards, reports, tables, and more. This article was published as a part of the Data Science Blogathon. Tableau is a […].

Visualization 375

Visualization Dashboards Data Science Publishing 375

Analytics Vidhya

SEPTEMBER 1, 2022

Learn more about partitioning in Apache Iceberg and follow along to see how easy partitioning […]. Introduction Apache Iceberg is an open-source spreadsheet format for storing large data sets. It is an optimization technique where attributes are used to divide a table into different sections.

Data Science 371

Data Science Publishing Optimization Analytics 371

CIO Business Intelligence

NOVEMBER 12, 2024

Along the way, we’ve created capability development programs like the AI Apprenticeship Programme (AIAP) and LearnAI , our online learning platform for AI. We are happy to share our learnings and what works — and what doesn’t. Because a lot of Singaporeans and locals have been learning AI, machine learning, and Python on their own.

Modeling 116

Modeling Machine Learning Consulting Deep Learning 116

Analytics Vidhya

JANUARY 29, 2024

Introduction In the world of deep learning, where data is often less, the role of data augmentation has become very important. We use methods like turning images or flipping them to make our model learn better. But our datasets are becoming more complicated. That’s where data augmentation steps in.

Deep Learning 319

Deep Learning Strategy Modeling Analytics 319

Analytics Vidhya

APRIL 5, 2024

A massive community with libraries for machine learning, sleek app development, data analysis, cybersecurity, and more. Known for its beginner-friendliness, you can dive into AI without complex code. Python’s superpower? This flexible language has you covered for all things AI and beyond.

Data Science 369

Data Science Machine Learning Analytics IT 369