Text-to-SQL with LLMs - Embracing the Future of Data Interaction
Explore the future of database interaction with our comprehensive guide on Text-to-SQL technology using Large Language Models (LLMs).
#Beginner Tutorials
22 tutorials
ChatGPT Style Guide: Understanding Voice and Tone Prompt Options for Engaging Conversations
This ChatGPT style guide presents voice and tone options and explains how you can trigger them with simple language.
9 Business Use Cases of OpenAI's ChatGPT
Learn about the top 9 use cases for implementing OpenAI's GPT models such as ChatGPT, and Davinci in a business context.
Generating Detailed Images with OpenAI DALL-E and ChatGPT in Python: A Step-By-Step API Tutorial
In this step-by-step tutorial, we show how to generate detailed OpenAI DALL-E prompts using ChatGPT in Python.
Unleashing the Power of ChatGPT and Other OpenAI GPT Language Models in Python A Guide to Using APIs
Unleash the power of AI with OpenAI's models: A comprehensive guide on how to interact with ChatGPT, and other language models via the OpenAI API in Python.
How to Use Hierarchical Clustering For Customer Segmentation in Python
In this tutorial, we will use Python and the scikit-learn library to apply hierarchical clustering to a dataset of customer data.
Using Pandas DataReader to Access Online Data Sources in Python
The Python library Pandas is a useful package that makes it easy to access a variety of popular data sources on the Internet.
How to Measure the Performance of a Machine Learning Classifier with Python and Scikit-Learn?
Using confusion matrix and error metrics for measuring classification performance in machine learning with Python.
Cluster Analysis with k-Means in Python
This tutorial presents k-mean clustering and how to perform a cluster analysis on synthetic data with Python and Scikit-Learn.
Requesting Crypto Price Data from the Gate.io REST API in Python
The Gate.io API provides access to market prices of a variety of cryptocurrencies. Learn to retrieve price data via the API using Python.
Posting Tweets On Twitter using Python and Tweepy
This article lays the foundation for building a Twitter bot by showing how to submit tweets via the Twitter API using Python and Tweepy.
Requesting Crypto Prices from the Coinmarketcap API using Python
Learn how to request crypto price data from the Coinmarketcap REST API and store it in a local SQLite DB using Python and Pewee.
Streaming Tweets and Images via the Twitter API in Python
Discover how you can use the twitter API to access tweets and images from twitter with Python and use them in your data science project.
Image Classification with Convolutional Neural Networks - Classifying Cats and Dogs in Python
Learn about image classification with deep learning and develop a convolutional neural network that distinguishes between cats and dogs!
Training a Sentiment Classifier with Naive Bayes and Logistic Regression in Python
This article deals with sentiment analysis and shows how to build a sentiment classifier using logistic regression and naive Bayes in Python.
Classifying Purchase Intention of Online Shoppers with Python
Learn to use logistic regression to solve two-class prediction problems in Python by classifying online shoppers' purchase intentions.
Measuring Regression Errors with Python
Learn six regression error metrics, their limitations, and how to evaluate a time series model against a baseline with Python and scikit-learn.
Correlation Matrix in Python: How Correlated are COVID-19 Cases and Different Financial Assets?
COVID-19 has had a strong impact on the global stock market. We can measure this influence with a stock market correlation matrix in Python.
Stock Market Prediction using Univariate Recurrent Neural Networks (RNN) with Python
This article shows how to train a univariate neural network model for stock market forecasting with Python and Scikit-learn.
Accessing Remote Data Sources via REST APIs in Python
This article shows how to access remote data sources via REST APIs in Python. Two examples are given: Using Pandas Webreader and Requests.
Getting Started with the Anaconda Python Environment for Machine Learning
Get started with Python Machine Learning and set up the Anaconda Python Environment and Python packages, incl. Jupyter Notebooks.
Flight Delay Prediction using Azure Machine Learning
Want to learn about flight delay prediction? This tutorial develops a classifier in Azure Machine Learning that predicts flight delays.