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Build a FastHTML Web App in 7 Minutes: Step-by-Step Tutorial

7:16

Rapid AI Sentiment Analysis with Python and Scikit Ollama

3:19

Quick and Easy Web Scraping with AutoScraper and Python

2:22

Predict Stock Prices Using Technical Indicators and Machine Learning in Python

7:40

Top 5 Python Pandas Tips and Tricks You NEED to Know

3:02

Build a Full Python Machine Learning Project With XGBoost: Airline Flight Delay Prediction

12:56

How to add Custom Themes and Dark Mode to Streamlit Web Apps

In this short Python tutorial, I’ll walk you through the steps to customize the look and feel of your Streamlit dashboards, including how to enable Dark Mode and create your own Custom Themes.
This code walkthrough also shows you the steps for creating and viewing hidden folders on a Mac.
Personalizing your Python-based web app’s design is a great way to improve user experience, make your dashboards more visually appealing, and enhance the presentation of your machine learning and data science projects.
**Like and Subscribe to Deep Charts for more tutorials on machine learning, data science, and WebApp development!**

มุมมอง: 40

วีดีโอ

Build a FastHTML Web App in 7 Minutes: Step-by-Step Tutorial

7:16

Build a FastHTML Web App in 7 Minutes: Step-by-Step Tutorial

มุมมอง 47021 ชั่วโมงที่ผ่านมา

This step-by-step tutorial demonstrates how to create a dynamic web app using FastHTML in just 7 minutes. FastHTML is a new web development framework that leverages Python for both frontend and backend development, making it perfect for machine learning engineers, data scientists, and developers who want to quickly create and deploy interactive web apps. FastHTML shares similarities with framew...

Rapid AI Sentiment Analysis with Python and Scikit Ollama

3:19

Rapid AI Sentiment Analysis with Python and Scikit Ollama

มุมมอง 32214 วันที่ผ่านมา

This tutorial will show you how to quickly set up an AI-powered sentiment analysis using Python and Scikit-Ollama right on your computer. We'll classify financial news headlines, first with a zero-shot classifier that predicts sentiment instantly without any training data, and then move to a few-shot classifier, where we train the model on a handful of labeled examples to refine and enhance its...

Quick and Easy Web Scraping with AutoScraper and Python

2:22

Quick and Easy Web Scraping with AutoScraper and Python

มุมมอง 36921 วันที่ผ่านมา

This tutorial shows you how to automatically scrape websites using the AutoScraper Python Library. AutoScraper is a powerful and user-friendly tool that simplifies web scraping by automatically generating extraction rules based on sample data, eliminating the need for manual HTML parsing. Whether you're a data scientist, machine learning engineer, or software developer, this guide will walk you...

Predict Stock Prices Using Technical Indicators and Machine Learning in Python

7:40

Predict Stock Prices Using Technical Indicators and Machine Learning in Python

มุมมอง 49521 วันที่ผ่านมา

This code walkthrough shows you how to calculate financial technical indicators and use them to predict stock market prices with machine learning. It covers an example python workflow that pulls stock market prices directly from the yfinance API, feature engineers seven technical indicators using the Pandas-TA library, and then rigorously backtests the performance of these technical indicators ...

Top 5 Python Pandas Tips and Tricks You NEED to Know

3:02

Top 5 Python Pandas Tips and Tricks You NEED to Know

มุมมอง 23528 วันที่ผ่านมา

This video discusses several top tips and tricks for coding with the pandas library in python. These tips and tricks will help elevate your data science and machine learning skillset as you wrangle data for data projects. Like, Comment, and Subscribe to the Deep Charts Channel for more informative Data Science and Machine Learning tutorials. Code: github.com/deepcharts/projects/blob/main/Pandas...

Build a Full Python Machine Learning Project With XGBoost: Airline Flight Delay Prediction

12:56

Build a Full Python Machine Learning Project With XGBoost: Airline Flight Delay Prediction

มุมมอง 667หลายเดือนก่อน

This tutorial shows you how to build an end-to-end machine learning project using Python and the XGBoost algorithm. It covers the main steps, including wrangling and feature engineering, train/test split data preparation, exploratory data exploration (EDA), model training of XGBoost, model evaluation, and hyperparameter tuning. Whether you're a beginner or looking to enhance your data science a...

Predict Stock Market Prices With Machine Learning and Macro Indicators (S&P 500)

8:26

Predict Stock Market Prices With Machine Learning and Macro Indicators (S&P 500)

มุมมอง 330หลายเดือนก่อน

This video provides a walkthrough of a full data-to-analysis machine learning pipeline using Python and the scikit-learn library. I walk through how to download and acquire macroeconomic indicator data from the Federal Reserve (FRED), pre-process and wrangle the data, and implement a Random Forest regression model predicting the price of the S&P 500 stock market index. This code could be adapte...

Build an AI Image Generator with Python and Streamlit in less than 5 minutes (FLUX)

4:51

Build an AI Image Generator with Python and Streamlit in less than 5 minutes (FLUX)

มุมมอง 608หลายเดือนก่อน

This 5 minute tutorial demonstrates how you can create your own AI Image Generator web app in Python using Streamlit, Replicate.com, and the ultra-realistic text-to-photo Generative AI FLUX Schnell model developed by Black Forest Labs. You no longer have to rely on sketchy monthly subscription websites that charge steep prices to generate AI photos. Instead, this tutorial shows you how to build...

AI Models for Time Series Analysis? Testing LLM’s for Crypto Price Prediction

3:21

AI Models for Time Series Analysis? Testing LLM’s for Crypto Price Prediction

มุมมอง 2673 หลายเดือนก่อน

This video tests whether Large Language Models (LLM's) are effective at predicting time series data in comparison to traditional methods such as ARIMA. I use time series data from the crypto market, including Bitcoin (BTC), Ethereum (ETH), and Ripple (XRP), in addition to three different LLM models: Meta Llama 3, Google Gemma 2, and Mistral 7B. This analysis was done using Python and the replic...

Build a Real Time Stock Price Dashboard in Python (with Streamlit)

5:48

Build a Real Time Stock Price Dashboard in Python (with Streamlit)

มุมมอง 10K4 หลายเดือนก่อน

This tutorial demonstrates how you can create a real time stock price dashboard in Python using the streamlit and yfinance (yahoo finance) libraries. It covers both the high level layout planning as well as text editor coding of an interactive data visualization dashboard for historical and current stock prices. This code can be adapted to include additional components such as predictive stock ...

Scrape Yelp Business Data With Python and the Yelp Fusion API

2:55

Scrape Yelp Business Data With Python and the Yelp Fusion API

มุมมอง 2964 หลายเดือนก่อน

This short tutorial describes how to access the free Yelp Fusion API through the Requests library in Python. After showing where to get a free API key, the walkthrough covers how to pull business data based on geographic search parameters. The data pulled from the Yelp API can be used for many purposes, including geospatial analysis and business intelligence. Like, Comment, and Subscribe to the...

AI Stock Price Prediction Using Large Language Models in Python

8:41

AI Stock Price Prediction Using Large Language Models in Python

มุมมอง 5K5 หลายเดือนก่อน

This tutorial demonstrates how to build a combined AI and machine learning pipeline to predict stock prices with just a laptop. I use Meta Llama 3, an advanced open source large language model (LLM), with a local Ollama server on my laptop to run a sentiment analysis of recent financial news headlines scraped from the web using a Python API library. This sentiment data is then used to create a ...

4:07

Build a Python Web App with Streamlit

มุมมอง 7435 หลายเดือนก่อน

This Streamlit app tutorial shows you how to build an interactive geospatial web app in python in minutes using the Streamlit python library. I walk through the underlying Streamlit code which pulls the Ridge Map python library to create beautiful maps according to a location and options chosen by the user of the app. This is a complete tutorial that is useful for beginners and advanced users o...

The Easiest Way to Deploy A Streamlit App

3:25

The Easiest Way to Deploy A Streamlit App

มุมมอง 4405 หลายเดือนก่อน

This tutorial shows you how to deploy a Streamlit app to the Streamlit Community Cloud using a linked Github account, both of which are 100% free. This requires no terminal command line code, but rather only dragging and dropping your streamlit project files into a Github repository on your web browser. This tutorial is geared towards beginners, but is also useful for those who have more experi...