Python Tutorials for Digital Humanities
On this channel, I provide tutorials for working with Python in a digital humanities project. I design my videos and tutorials for humanists who have no coding experience. I am a medieval historian by trade, but I create my videos with all humanists in mind. If you want to interact with the videos in more dynamic ways, check out my website, www.PythonHumanities.com. On that site, I host live coding exercises and quizzes. It is still a work in progress and will be complete during the Summer of 2020. I post 1-10 videos per week, so check back frequently.
✅Be my Patron: https://www.patreon.com/WJBMattingly
Time Series Analysis on a GPU with Pandas and cuDF (Ep. 07)
Accelerating Pandas with NVIDIA's cuDF: Basic Statistical Analysis and Data Cleaning (Ep. 06)
Speed up Cleaning Data with Pandas and your GPU! (CuDF Episode 5)
Mastering Data Manipulation with CUDA Accelerated Pandas with cuDF - Hands on Guide (Ep. 04)
Exploring Big Data with cuDF Pandas: A Step-by-Step Guide Using GPU Acceleration (Ep. 03)
Accelerate Your Pandas Data Analysis with RAPIDS cuDF: Using Pandas 500x Faster! (Episode 02)
How to Think about Big Data in Python (cuDF Ep. 01)
Best Way to OCR a PDF in Python - spaCy Layout
Best Way to Build Network Analysis App in Python with Streamlit and st-link-analysis - Easy Tutorial
Best way to do Table Detection in 2024 with TF-ID - Quick Tutorial with Code
What is Synthetic Data and How do we Generate it?
What is Semantic Searching? (NLP Concepts)
Mastering Streamlit in 2024: Creating Interactive Applications with Input Widgets (02)
Best way to do Named Entity Recognition in 2024 with GliNER and spaCy - Zero Shot NER
Best Way to Transcribe Audio and Video with Python and Whisper-MLX ASR #datascience
Shoud I learn NLP in 2024? #datascience #machinelearning #ai
Streamlit in 2024 Tutorial - 01 - The Basics - The different ways to write data into an app
Understanding Pandas in Python: A Comprehensive Overview in 3 Minutes
The Best Way to Build a RAG System with Python - Verba from Weaviate - Quick Tutorial
What is RAG or Retrieval-Augmented Generation #RAG #NLP #MachineLearning #AI #GPT #techtalk
How to use GPT Builder from OpenAI in ChatGPT
How to Create a Python Package or Library and Upload to PyPi with Twine in 5 Easy Steps #python
How to Easily Find Keywords in a Document with KeyBERT in Python
Training a spaCy SpanCat Model to Annotate in Texts more quickly in Prodigy | SpanCat 03
How to Prepare Annotations in Prodigy for Training a SpanCat Model in spaCy (Part 2 | SpanCat) #nlp
SpanCat with spaCy on Real Data | Part 01 - The Project and Cultivating Data for Annotation
LatinCy | How to use spaCy for Latin NLP in Python #nlp #spacy
How to use the Map Function in Python for Beginners - Intermediate Python with Free Textbook
When to use NER, EntityRuler, SpanCat, or SpanRuler in spaCy
What are Named Tuples in Python? #python #datascience #data #programming #digitalhumanities