Analytics - Data Science Current

A Practical Guide to Multimodal Data Analytics

KDnuggets

JUNE 17, 2025

BigQuery's ObjectRef unifies structured and unstructured data, enabling multimodal analytics via SQL and Python.

Analytics

Analytics Analytics SQL Python

Integrating DuckDB & Python: An Analytics Guide

KDnuggets

JUNE 10, 2025

By Josep Ferrer , KDnuggets AI Content Specialist on June 10, 2025 in Python Image by Author DuckDB is a fast, in-process analytical database designed for modern data analysis. DuckDB is a free, open-source, in-process OLAP database built for fast, local analytics. Josep Ferrer is an analytics engineer from Barcelona.

Python

Python Analytics Analytics SQL

4 Data Analytics Project To Impress Your Next Employer

KDnuggets

MAY 14, 2025

Add these 4 data analytic-based projects to your resume to land your next job.

Analytics

Analytics Analytics

Webinars

Precision in Motion: Why Process Optimization Is the Future of Manufacturing

Airflow Best Practices for ETL/ELT Pipelines

MORE WEBINARS

AI Agents in Analytics Workflows: Too Early or Already Behind?

Flipboard

JUNE 13, 2025

Blog Top Posts About Topics AI Career Advice Computer Vision Data Engineering Data Science Language Models Machine Learning MLOps NLP Programming Python SQL Datasets Events Resources Cheat Sheets Recommendations Tech Briefs Advertise Join Newsletter AI Agents in Analytics Workflows: Too Early or Already Behind? Save it as: agent.py

Analytics

Analytics Analytics Natural Language Processing Data Science

Whats New in Apache Airflow 3.0 –– And How Will It Reshape Your Data Workflows?

As the de facto standard for data orchestration, Airflow is trusted by over 77,000 organizations to power everything from advanced analytics to production AI and MLOps. Apache Airflow® 3.0, the most anticipated Airflow release yet, officially launched this April. With the 3.0

Analytics

Real-time analytics

Dataconomy

JULY 1, 2025

Real-time analytics is transforming the way businesses interact with their data, enabling them to make informed decisions swiftly and effectively. What is real-time analytics? Real-time analytics involves immediate analysis of data as it becomes available. In-memory analytics: Executes queries using data stored in RAM.

Analytics

Analytics Analytics Data Analysis Data Analysis

Data analytics

Dataconomy

JUNE 10, 2025

Data analytics serves as a powerful tool in navigating the vast ocean of information available today. Organizations across industries harness the potential of data analytics to make informed decisions, optimize operations, and stay competitive in the ever-changing marketplace. What is data analytics?

Analytics

Analytics Analytics Big Data Analytics Big Data Analytics

Predictive healthcare analytics driving smarter decisions

Dataconomy

DECEMBER 25, 2024

The global predictive analytics market in healthcare, valued at $11.7 This blog examines predictive healthcare analytics, explaining what it is, how it works, and its applications. What is predictive healthcare analytics? How does predictive analytics work in healthcare? billion in 2022, is expected to grow at 24.4%

Analytics

Analytics Analytics Predictive Analytics Machine Learning

Innovations in Analytics: Elevating Data Quality with GenAI

Towards AI

OCTOBER 31, 2024

Data analytics has become a key driver of commercial success in recent years. According to Gartner’s Hype Cycle, GenAI is at the peak, showcasing its potential to transform analytics.¹ Last Updated on October 31, 2024 by Editorial Team Author(s): Jonas Dieckmann Originally published on Towards AI.

Data Quality

Data Quality Analytics Analytics Clean Data

What’s New in Apache Airflow® 3.0—And How Will It Reshape Your Data Workflows?

Speaker: Tamara Fingerlin, Developer Advocate

As the de facto standard for data orchestration, Airflow is trusted by over 77,000 organizations to power everything from advanced analytics to production AI and MLOps. Apache Airflow® 3.0, the most anticipated Airflow release yet, officially launched this April. With the 3.0

Analytics

Analytics databases

Dataconomy

JUNE 10, 2025

Analytics databases play a crucial role in driving insights and decision-making in today’s data-driven world. Businesses can leverage analytics databases to enhance reporting, improve business intelligence (BI), and efficiently manage vast quantities of information. What are analytics databases?

Database

Database Analytics Analytics Business Intelligence

Unlocking near real-time analytics with petabytes of transaction data using Amazon Aurora Zero-ETL integration with Amazon Redshift and dbt Cloud

Flipboard

NOVEMBER 27, 2024

Zero-ETL integration with Amazon Redshift reduces the need for custom pipelines, preserves resources for your transactional systems, and gives you access to powerful analytics. In this post, we explore how to use Aurora MySQL-Compatible Edition Zero-ETL integration with Amazon Redshift and dbt Cloud to enable near real-time analytics.

ETL

ETL Data Warehouse Analytics Analytics

Data-driven employee communication: How analytics can transform workplace engagement

Dataconomy

NOVEMBER 14, 2024

To do so, employers need to tap into the advantages of using data analytics to revolutionize workplace engagement. In this article, we will explore how data analytics revolutionizes employee engagement and how it will help businesses unlock the full potential of their teams. What is employee engagement and why is it important?

Analytics

Analytics Analytics Natural Language Processing

Using Maskformer for Images With Overlapping Objects

Analytics Vidhya

NOVEMBER 21, 2024

Performing tasks like this would […] The post Using Maskformer for Images With Overlapping Objects appeared first on Analytics Vidhya. Maskformer is part of another revolution of image segmentation, using its mask attention mechanism to detect objects that overlap their bounding boxes.

Analytics

Analytics Analytics

Blueprint to Modernize Analytics

As the value of modern in-app analytics becomes clearer, more companies are making analytics a priority before it becomes a problem. The longer you wait to modernize your application’s analytics, the harder you’ll eventually feel the pain of lost customers and missed revenue. Download the eBook to get started today!

Analytics

8 Ways to Scale your Data Science Workloads

KDnuggets

JULY 22, 2025

It’s a great, no-cost way to start learning and experimenting with large-scale analytics. Get Started: Geospatial Analytics with BigQuery Learn more: Earth Engine in BigQuery 8. Make Sense of Log Data Most people think of BigQuery for analytical data, but it’s also a powerful destination for operational data.

Data Science

Data Science Natural Language Processing Machine Learning Machine Learning

19 Free Data Science Courses by Harvard and IBM

Analytics Vidhya

OCTOBER 12, 2024

In this article, we’ve listed some of the best free […] The post 19 Free Data Science Courses by Harvard and IBM appeared first on Analytics Vidhya. These courses cover everything from basic programming to advanced machine learning.

Data Science

Data Science Machine Learning Machine Learning Analytics

Serve Machine Learning Models via REST APIs in Under 10 Minutes

KDnuggets

JULY 4, 2025

Pro New ChatGPT and Whisper APIs from OpenAI Our Top 5 Free Course Recommendations --> Get the FREE ebook The Great Big Natural Language Processing Primer and The Complete Collection of Data Science Cheat Sheets along with the leading newsletter on Data Science, Machine Learning, AI & Analytics straight to your inbox.

Machine Learning

Machine Learning Machine Learning Natural Language Processing Data Science

Building a Medical Chatbot with Gemini 2.0, Flask and Vector Embedding

Analytics Vidhya

JANUARY 6, 2025

Flask and Vector Embedding appeared first on Analytics Vidhya. In this article, we’ll learn how to develop a medical chatbot using Gemini 2.0, […] The post Building a Medical Chatbot with Gemini 2.0,

Analytics

Analytics Analytics AI AI

Embedded Analytics Insights for 2024

Organizations look to embedded analytics to provide greater self-service for users, introduce AI capabilities, offer better insight into data, and provide customizable dashboards that present data in a visually pleasing, easy-to-access format.

Analytics

Corrective RAG (CRAG) in Action

Analytics Vidhya

DECEMBER 27, 2024

Corrective RAG (CRAG) is an advanced strategy within the […] The post Corrective RAG (CRAG) in Action appeared first on Analytics Vidhya. This approach allows LLMs to pull in relevant data from external knowledge bases, ensuring that the responses generated are more accurate, up-to-date, and contextually relevant.

Analytics

Analytics Analytics AI AI

Zero-shot Object Detection Using Grounding DINO Base

Analytics Vidhya

OCTOBER 17, 2024

This […] The post Zero-shot Object Detection Using Grounding DINO Base appeared first on Analytics Vidhya. Zero-shot object detection with the Grounding DINO base is another efficient model that allows you to scan through out-of-box images.

Analytics

Analytics Analytics

The Data Science Playbook: Exploring Sports Analytics Through Real Datasets

ODSC - Open Data Science

JULY 11, 2025

In recent years, data analytics has become a cornerstone of competitive advantage in sports. This blog post curates top datasets across major sports and suggests project ideas to help you turn your passion for the game into actionable analytics projects. Why it matters: Ideal for building player valuation and match prediction models.

Data Science

Data Science Analytics Analytics Data Scientist

Classification of MRI Scans using Radiomics and MLP

Analytics Vidhya

OCTOBER 30, 2024

However, accurately identifying tumors can be complex due to their diverse shapes and textures, requiring careful analysis […] The post Classification of MRI Scans using Radiomics and MLP appeared first on Analytics Vidhya.

Analytics

Analytics Analytics Data Analysis Data Analysis

New Study: 2018 State of Embedded Analytics Report

Why do some embedded analytics projects succeed while others fail? We surveyed 500+ application teams embedding analytics to find out which analytics features actually move the needle. Read the 6th annual State of Embedded Analytics Report to discover new best practices. Brought to you by Logi Analytics.

Analytics

Accelerate Machine Learning Model Serving With FastAPI and Redis Caching

Analytics Vidhya

JUNE 9, 2025

Technically speaking, one of the biggest problems is […] The post Accelerate Machine Learning Model Serving With FastAPI and Redis Caching appeared first on Analytics Vidhya. That’s where latency becomes a real problem.

Machine Learning

Machine Learning Machine Learning Analytics Analytics

Building End-to-End Data Pipelines: From Data Ingestion to Analysis

KDnuggets

JULY 15, 2025

Its key goals are to ensure data quality, consistency, and usability and align data with analytical models or reporting needs. Recommended actions: Select storage systems that align with your analytical needs (e.g., Reporting and Analytics Finally, deliver value by exposing insights to stakeholders.

Data Pipeline

Data Pipeline Natural Language Processing Data Science SQL

Build ETL Pipelines for Data Science Workflows in About 30 Lines of Python

KDnuggets

JULY 8, 2025

By subscribing you accept KDnuggets Privacy Policy Leave this field empty if youre human: Get the FREE ebook The Great Big Natural Language Processing Primer and The Complete Collection of Data Science Cheat Sheets along with the leading newsletter on Data Science, Machine Learning, AI & Analytics straight to your inbox.

ETL

ETL Data Science Python Natural Language Processing

10 GitHub Repositories for Mastering Agents and MCPs

KDnuggets

JULY 7, 2025

By subscribing you accept KDnuggets Privacy Policy Leave this field empty if youre human: Get the FREE ebook The Great Big Natural Language Processing Primer and The Complete Collection of Data Science Cheat Sheets along with the leading newsletter on Data Science, Machine Learning, AI & Analytics straight to your inbox.

Natural Language Processing

Natural Language Processing Machine Learning Machine Learning Data Science

4 Approaches to Data Analytics

The world of data analytics is changing fast as organizations look to gain competitive advantages through the application of timely data. Choosing the best solution for your dashboards and reports starts with understanding the types of analytics solutions on the market. 4 common approaches to analytics for your application.

Analytics

ML and AI Model Explainability and Interpretability

Analytics Vidhya

JANUARY 15, 2025

Through tools like LIME and SHAP, we demonstrate how to gain insights […] The post ML and AI Model Explainability and Interpretability appeared first on Analytics Vidhya.

ML

ML ML Artificial Intelligence Artificial Intelligence

Guide to Securing API Keys in Google Colab

Analytics Vidhya

DECEMBER 18, 2024

Google […] The post Guide to Securing API Keys in Google Colab appeared first on Analytics Vidhya. Directly embedding API keys in your code or storing them as plain environment variables within your Colab notebooks poses significant security risks.

Data Scientist

Data Scientist Analytics Analytics Data Analysis

Bridging the Gap: New Datasets Push Recommender Research Toward Real-World Scale

KDnuggets

JUNE 11, 2025

By subscribing you accept KDnuggets Privacy Policy Leave this field empty if youre human: Get the FREE ebook The Great Big Natural Language Processing Primer and The Complete Collection of Data Science Cheat Sheets along with the leading newsletter on Data Science, Machine Learning, AI & Analytics straight to your inbox.

Natural Language Processing

Natural Language Processing Data Science Machine Learning Machine Learning

10 Python Math & Statistical Analysis One-Liners

KDnuggets

JULY 16, 2025

By subscribing you accept KDnuggets Privacy Policy Leave this field empty if youre human: Get the FREE ebook The Great Big Natural Language Processing Primer and The Complete Collection of Data Science Cheat Sheets along with the leading newsletter on Data Science, Machine Learning, AI & Analytics straight to your inbox.

Python

Python Natural Language Processing Data Science Machine Learning

The Big Payoff of Application Analytics

Outdated or absent analytics won’t cut it in today’s data-driven applications – not for your end users, your development team, or your business. That’s what drove the five companies in this e-book to change their approach to analytics.

Analytics

GenAI in Data Analytics

Pickl AI

DECEMBER 3, 2024

Summary: Generative AI is transforming Data Analytics by automating repetitive tasks, enhancing predictive modelling, and generating synthetic data. Introduction Generative AI (GenAI) is transforming Data Analytics by enabling organisations to extract deeper insights and make more informed decisions.

Analytics

Analytics Analytics Data Quality AI

Build a Data Cleaning & Validation Pipeline in Under 50 Lines of Python

KDnuggets

JUNE 24, 2025

By subscribing you accept KDnuggets Privacy Policy Leave this field empty if youre human: Get the FREE ebook The Great Big Natural Language Processing Primer and The Complete Collection of Data Science Cheat Sheets along with the leading newsletter on Data Science, Machine Learning, AI & Analytics straight to your inbox.

Python

Python Natural Language Processing Data Science Machine Learning

What is Multi-Modal Data Analysis?

Analytics Vidhya

JULY 8, 2025

This multi-modal data analysis is called multi-modal data analytics, and it improves prediction accuracy […] The post What is Multi-Modal Data Analysis? appeared first on Analytics Vidhya.

Data Analysis

Data Analysis Data Analysis Analytics Analytics

I Tried AISuite by AndrewNg, and It is GREAT!

Analytics Vidhya

NOVEMBER 26, 2024

appeared first on Analytics Vidhya. By significantly reducing integration overhead, AISuite enhances flexibility and accelerates application […] The post I Tried AISuite by AndrewNg, and It is GREAT!

Python

Python Analytics Analytics Artificial Intelligence

The Big Payoff of Application Analytics

Outdated or absent analytics won’t cut it in today's data-driven applications. That's what drove the five companies in this eBook to change their approach to analytics. Learn about their unique problems and how, by embedding analytics into their application, they achieved huge returns and greater value than anticipated.

Analytics

10 GitHub Awesome Lists for Data Science

Flipboard

JULY 1, 2025

Awesome Analytics: Top Analytics Tools and Frameworks Link: oxnr/awesome-analytics A curated list of analytics frameworks, software, and tools. Great for all levels, including non-technical people who want to explore no-code tools for data science or social media analytics.

Data Science

Data Science Machine Learning Machine Learning Natural Language Processing

Image Classification with JAX, Flax, and Optax : A Step-by-Step Guide

Analytics Vidhya

NOVEMBER 18, 2024

This tutorial starts from how to set up the environment and preprocess the data to how to define the CNN structure and the final step is to test the model. […] The post Image Classification with JAX, Flax, and Optax : A Step-by-Step Guide appeared first on Analytics Vidhya.

Analytics

Analytics Analytics Deep Learning Deep Learning

Expert Insights for Your 2025 Data, Analytics, and AI Initiatives

Precisely

NOVEMBER 18, 2024

Read on for the highlights from this panel – including actionable tips to ensure success in your 2025 data, analytics, and AI initiatives. As Yoğurtçu points out, “metadata is critical” for driving insights in AI and advanced analytics. In the report, 67% of respondents say they use location intelligence, across various use cases.

Analytics

Analytics Analytics Data Governance Data Quality

How to Combine Streamlit, Pandas, and Plotly for Interactive Data Apps

KDnuggets

JUNE 27, 2025

By subscribing you accept KDnuggets Privacy Policy Leave this field empty if youre human: Get the FREE ebook The Great Big Natural Language Processing Primer and The Complete Collection of Data Science Cheat Sheets along with the leading newsletter on Data Science, Machine Learning, AI & Analytics straight to your inbox.

Natural Language Processing

Natural Language Processing Data Science Machine Learning Machine Learning

The Essential Guide to Analytic Applications

Embedding dashboards, reports and analytics in your application presents unique opportunities and poses unique challenges. We interviewed 16 experts across business intelligence, UI/UX, security and more to find out what it takes to build an application with analytics at its core.

Analytics

A Practical Guide to Multimodal Data Analytics

Integrating DuckDB & Python: An Analytics Guide

Webinars

Trending Sources

4 Data Analytics Project To Impress Your Next Employer

Webinars

AI Agents in Analytics Workflows: Too Early or Already Behind?

Whats New in Apache Airflow 3.0 –– And How Will It Reshape Your Data Workflows?

Real-time analytics

Data analytics

Predictive healthcare analytics driving smarter decisions

Innovations in Analytics: Elevating Data Quality with GenAI

What’s New in Apache Airflow® 3.0—And How Will It Reshape Your Data Workflows?

Analytics databases

Unlocking near real-time analytics with petabytes of transaction data using Amazon Aurora Zero-ETL integration with Amazon Redshift and dbt Cloud

Data-driven employee communication: How analytics can transform workplace engagement

Using Maskformer for Images With Overlapping Objects

Blueprint to Modernize Analytics

8 Ways to Scale your Data Science Workloads

19 Free Data Science Courses by Harvard and IBM

Serve Machine Learning Models via REST APIs in Under 10 Minutes

Building a Medical Chatbot with Gemini 2.0, Flask and Vector Embedding

Embedded Analytics Insights for 2024

Corrective RAG (CRAG) in Action

Zero-shot Object Detection Using Grounding DINO Base

The Data Science Playbook: Exploring Sports Analytics Through Real Datasets

Classification of MRI Scans using Radiomics and MLP

New Study: 2018 State of Embedded Analytics Report

Accelerate Machine Learning Model Serving With FastAPI and Redis Caching

Building End-to-End Data Pipelines: From Data Ingestion to Analysis

Build ETL Pipelines for Data Science Workflows in About 30 Lines of Python

10 GitHub Repositories for Mastering Agents and MCPs

4 Approaches to Data Analytics

ML and AI Model Explainability and Interpretability

Guide to Securing API Keys in Google Colab

Bridging the Gap: New Datasets Push Recommender Research Toward Real-World Scale

10 Python Math & Statistical Analysis One-Liners

The Big Payoff of Application Analytics

GenAI in Data Analytics

Build a Data Cleaning & Validation Pipeline in Under 50 Lines of Python

What is Multi-Modal Data Analysis?

I Tried AISuite by AndrewNg, and It is GREAT!

The Big Payoff of Application Analytics

10 GitHub Awesome Lists for Data Science

Image Classification with JAX, Flax, and Optax : A Step-by-Step Guide

Expert Insights for Your 2025 Data, Analytics, and AI Initiatives

How to Combine Streamlit, Pandas, and Plotly for Interactive Data Apps

The Essential Guide to Analytic Applications

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