KDnuggets

JULY 24, 2025

By Kanwal Mehreen , KDnuggets Technical Editor & Content Specialist on July 24, 2025 in Python Image by Author | Canva # Introduction When you’re new to Python, you usually use “for” loops whenever you have to process a collection of data. Libraries like NumPy allow you to implement vectorized thinking in Python.

Python 215

Python Natural Language Processing Data Science Machine Learning 215

KDnuggets

JUNE 24, 2025

By Bala Priya C , KDnuggets Contributing Editor & Technical Content Specialist on June 24, 2025 in Python Image by Author | Ideogram Data is messy. By Bala Priya C , KDnuggets Contributing Editor & Technical Content Specialist on June 24, 2025 in Python Image by Author | Ideogram Data is messy.

Python 257

Python Natural Language Processing Data Science Machine Learning 257

KDnuggets

JUNE 19, 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 Go vs. Python for Modern Data Workflows: Need Help Deciding?

Python 284

Python Natural Language Processing Data Science Machine Learning 284

KDnuggets

JULY 22, 2025

By Bala Priya C , KDnuggets Contributing Editor & Technical Content Specialist on July 22, 2025 in Python Image by Author | Ideogram # Introduction Most applications heavily rely on JSON for data exchange, configuration management, and API communication. This double-loop structure efficiently handles variable-length nested arrays.

Python 187

Python Natural Language Processing Data Science Machine Learning 187

KDnuggets

JULY 2, 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 5 Fun Python Projects for Absolute Beginners Bored of theory?

Python 299

Python Natural Language Processing Data Science Machine Learning 299

KDnuggets

JULY 15, 2025

By Josep Ferrer , KDnuggets AI Content Specialist on July 15, 2025 in Data Science Image by Author Delivering the right data at the right time is a primary need for any organization in the data-driven society. There are two common approaches: Batch: Schedule periodic pulls (daily, hourly).

Data Pipeline 271

Data Pipeline Natural Language Processing Data Science SQL 271

KDnuggets

JUNE 10, 2025

By Cornellius Yudha Wijaya , KDnuggets Technical Content Specialist on June 10, 2025 in Python Image by Author | Ideogram Python has become a primary tool for many data professionals for data manipulation and machine learning purposes because of how easy it is for people to use. Let’s see the error in the Python code.

Python 219

Python Natural Language Processing Data Science Machine Learning 219

KDnuggets

JULY 22, 2025

By KDnuggets on July 22, 2025 in Partners Sponsored Content How much time do you spend fighting your tools instead of solving problems? No Python or API wrangling needed - just a Sheets formula calling a model. It provides a Python API intentionally similar to pandas. This is the exact problem BigQuery DataFrames solves.

Data Science 241

Data Science Natural Language Processing Machine Learning Machine Learning 241

KDnuggets

JULY 7, 2025

By Abid Ali Awan , KDnuggets Assistant Editor on July 7, 2025 in Language Models Image by Author | ChatGPT Introduction AI agents are autonomous software entities that perceive their environment, make decisions, and take actions to achieve specific goals.

Natural Language Processing 342

Natural Language Processing Machine Learning Machine Learning Data Science 342

KDnuggets

JULY 4, 2025

By Kanwal Mehreen , KDnuggets Technical Editor & Content Specialist on July 4, 2025 in Machine Learning Image by Author | Canva If you like building machine learning models and experimenting with new stuff, that’s really cool — but to be honest, it only becomes useful to others once you make it available to them.

Machine Learning 300

Machine Learning Machine Learning Natural Language Processing Data Science 300

KDnuggets

JULY 17, 2025

By Matthew Mayo , KDnuggets Managing Editor on July 17, 2025 in Python Image by Editor | ChatGPT Introduction Pythons standard library is extensive, offering a wide range of modules to perform common tasks efficiently. Remembering Insertion Order with OrderedDict Before Python 3.7,

Natural Language Processing 298

Natural Language Processing Data Science Python Machine Learning 298

KDnuggets

JUNE 27, 2025

By Vinod Chugani on June 27, 2025 in Data Science Image by Author | ChatGPT Introduction Creating interactive web-based data dashboards in Python is easier than ever when you combine the strengths of Streamlit , Pandas , and Plotly. This tutorial demonstrates a significant shift in how data scientists can share their work.

Natural Language Processing 257

Natural Language Processing Data Science Machine Learning Machine Learning 257

KDnuggets

JUNE 11, 2025

By KDnuggets on June 11, 2025 in Partners Sponsored Content Recommender systems rely on data, but access to truly representative data has long been a challenge for researchers.

Natural Language Processing 301

Natural Language Processing Data Science Machine Learning Machine Learning 301

Flipboard

JULY 1, 2025

By Abid Ali Awan , KDnuggets Assistant Editor on July 1, 2025 in Data Science Image by Author | Canva Awesome lists are some of the most popular repositories on GitHub, often attracting thousands of stars from the community. Perfect for hands-on learners who want to deepen their understanding through practical examples.

Data Science 171

Data Science Machine Learning Machine Learning Natural Language Processing 171

KDnuggets

JUNE 6, 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 5 Error Handling Patterns in Python (Beyond Try-Except) Stop letting errors crash your app.

Python 225

Python Natural Language Processing Data Science Machine Learning 225

KDnuggets

JUNE 9, 2025

By Abid Ali Awan , KDnuggets Assistant Editor on June 9, 2025 in Language Models Image by Author DeepSeek-R1-0528 is the latest update to DeepSeeks R1 reasoning model that requires 715GB of disk space, making it one of the largest open-source models available.

Natural Language Processing 304

Natural Language Processing Data Science Machine Learning Machine Learning 304

Flipboard

JULY 4, 2025

By Iván Palomares Carrascosa , KDnuggets Technical Content Specialist on July 4, 2025 in Python Image by Author | Ideogram Principal component analysis (PCA) is one of the most popular techniques for reducing the dimensionality of high-dimensional data.

Python 132

Python Natural Language Processing Machine Learning Machine Learning 132

KDnuggets

JUNE 11, 2025

By Nate Rosidi , KDnuggets Market Trends & SQL Content Specialist on June 11, 2025 in Language Models Image by Author | Canva If you work in a data-related field, you should update yourself regularly. Nate writes on the latest trends in the career market, gives interview advice, shares data science projects, and covers everything SQL.

Data Scientist 241

Data Scientist Natural Language Processing Data Science Machine Learning 241

KDnuggets

JUNE 26, 2025

No Python environment setup, no manual coding, no switching between tools. Unlike writing standalone Python scripts, n8n workflows are visual, reusable, and easy to modify. This routine gets tedious when youre evaluating multiple datasets daily.

Data Quality 268

Data Quality Data Science Natural Language Processing Machine Learning 268

KDnuggets

JULY 11, 2025

By Vinod Chugani on July 11, 2025 in Artificial Intelligence Image by Author | ChatGPT Introduction The explosion of generative AI has transformed how we think about artificial intelligence. Python Programming : Youll spend significant time working with APIs, processing text and structured data, and building web applications.

AI 325

AI AI Machine Learning Machine Learning 325

KDnuggets

JUNE 23, 2025

By Jayita Gulati on June 23, 2025 in Machine Learning Image by Editor (Kanwal Mehreen) | Canva Machine learning projects involve many steps. A project contains: Source code : The Python scripts or notebooks for training and evaluation. It makes it easier to track experiments, save models, and deploy them. or evaluate.py.

Machine Learning 228

Machine Learning Machine Learning Natural Language Processing Data Science 228

KDnuggets

JUNE 18, 2025

By Cornellius Yudha Wijaya , KDnuggets Technical Content Specialist on June 18, 2025 in Data Science Image by Author As a data scientist, Jupyter Notebook has become one of the first platforms we learn to use, as it allows for easier data manipulation compared to standard programming IDEs. We can see an example of Jupyter Widgets below.

Data Scientist 249

Data Scientist Natural Language Processing Data Science Machine Learning 249

KDnuggets

JULY 21, 2025

By Shittu Olumide , Technical Content Specialist on July 21, 2025 in Data Science Image by Editor | ChatGPT Visualizing data can feel like trying to sketch a masterpiece with a dull pencil. And Why It Feels Clunky Sometimes) Matplotlib is the granddaddy of Python plotting libraries. Why Matplotlib? It’s powerful, flexible, and.

Natural Language Processing 199

Natural Language Processing Data Science Machine Learning Machine Learning 199

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? Here, SQL stepped in.

Analytics 156

Analytics Analytics Natural Language Processing Data Science 156

Flipboard

JULY 16, 2025

By Jayita Gulati on July 16, 2025 in Machine Learning Image by Editor In data science and machine learning, raw data is rarely suitable for direct consumption by algorithms. Transforming this data into meaningful, structured inputs that models can learn from is an essential step — this process is known as feature engineering.

Machine Learning 153

Machine Learning Machine Learning Natural Language Processing Data Science 153

KDnuggets

JUNE 19, 2025

By Shamima Sultana on June 19, 2025 in Data Science Image by Editor | Midjourney While Python-based tools like Streamlit are popular for creating data dashboards, Excel remains one of the most accessible and powerful platforms for building interactive data visualizations. Select Jan 2025 from Timeline. Ensure no errors appear.

Data Science 231

Data Science Natural Language Processing Machine Learning Machine Learning 231

Flipboard

JUNE 9, 2025

By Bala Priya C , KDnuggets Contributing Editor & Technical Content Specialist on June 9, 2025 in Python Image by Author | Ideogram Have you ever spent several hours on repetitive tasks that leave you feeling bored and… unproductive? But you can automate most of this boring stuff with Python. I totally get it.

Python 158

Python Natural Language Processing Data Science Machine Learning 158

KDnuggets

JULY 23, 2025

By Cornellius Yudha Wijaya , KDnuggets Technical Content Specialist on July 23, 2025 in Language Models Image by Author | ideogram.ai # Introduction With the surge of large language models (LLMs) in recent years, many LLM-powered applications are emerging. For example, here is the Python code to use Google’s Gemini model with LiteLLM.

Natural Language Processing 193

Natural Language Processing Data Science Python Machine Learning 193

Flipboard

JULY 18, 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 What Does Python’s __slots__ Actually Do? What is __slots__ in Python?

Data Science 153

Data Science Natural Language Processing Python Machine Learning 153

Flipboard

JULY 9, 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 5 Ways to Transition Into AI from a Non-Tech Background You have a non-tech background?

Machine Learning 151

Machine Learning Machine Learning Natural Language Processing Data Science 151

databricks

JULY 15, 2025

Powered by Data Intelligence, Genie learns from organizational usage patterns and metadata to generate SQL, charts, and summaries grounded in trusted data. Lakebridge accelerates the migration of legacy data warehouse workloads to Azure Databricks SQL. All rights reserved.

Azure 238

Azure Power BI AI AI 238

KDnuggets

JUNE 12, 2025

By Kanwal Mehreen , KDnuggets Technical Editor & Content Specialist on June 12, 2025 in Language Models Image by Author | Canva PDF files are everywhere. Tools Required(requirements.txt) The necessary libraries required are: PyPDF : A pure Python library to read and write PDF files. Here’s how to build your own parser.

Data Science 250

Data Science Natural Language Processing Python Machine Learning 250

KDnuggets

JUNE 17, 2025

By Abid Ali Awan , KDnuggets Assistant Editor on June 17, 2025 in Language Models Image by Author I was first introduced to Modal while participating in a Hugging Face Hackathon, and I was genuinely surprised by how easy it was to use. First, install the Modal Python client. pip install modal Next, set up Modal on your local machine.

Natural Language Processing 171

Natural Language Processing Machine Learning Machine Learning Data Science 171

databricks

JULY 21, 2025

Replace procedural logic and UDFs by expressing loops with standard SQL syntax. Replace procedural logic and UDFs by expressing loops with standard SQL syntax. This brings a native way to express loops and traversals in SQL, useful for working with hierarchical and graph-structured data. and Databricks Runtime 17.0

SQL 144

SQL Data Warehouse Data Science Artificial Intelligence 144

KDnuggets

JUNE 25, 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 10 FREE AI Tools That’ll Save You 10+ Hours a Week No tech skills needed.

Natural Language Processing 224

Natural Language Processing Data Science AI AI 224

Flipboard

JULY 25, 2025

By Cornellius Yudha Wijaya , KDnuggets Technical Content Specialist on July 25, 2025 in Data Engineering Image by Editor | ChatGPT # Introduction Machine learning has become an integral part of many companies, and businesses that dont utilize it risk being left behind. I hope this has helped!

Machine Learning 123

Machine Learning Machine Learning Natural Language Processing Data Science 123

Flipboard

JUNE 12, 2025

By Bala Priya C , KDnuggets Contributing Editor & Technical Content Specialist on June 12, 2025 in Data Science Image by Author | Ideogram You dont need a rigorous math or computer science degree to get into data science. Learn what math concepts to learn, in what order, and how to use them in practice.

Data Science 162

Data Science Natural Language Processing Hypothesis Testing Machine Learning 162