Scientific Coding

Videos on how to work on scientific code projects.

Explore best practices in software development and how to apply them in the field of science.

Learn languages and frameworks relevant in scientific software development.

Quantum Circuits - Hadamard Gate
Quantum Circuits - Hadamard Gate
Controlled Gates - CNOT, CZ
Controlled Gates - CNOT, CZ
Introduction to Quantum Circuits
Introduction to Quantum Circuits
Modern Machine Learning Fundamentals: Cross-attention
Modern Machine Learning Fundamentals: Cross-attention
Modern Machine Learning Fundamentals: Transformers
Modern Machine Learning Fundamentals: Transformers
pytorch-lightning training flow
pytorch-lightning training flow
Train Diffusion Models - Line by line code example
Train Diffusion Models - Line by line code example
Deep Learning Training Flow -- PyTorch
Deep Learning Training Flow -- PyTorch
5 Basic Pytorch Operations For Effective Deep Learning Flows
5 Basic Pytorch Operations For Effective Deep Learning Flows
Positional encodings in PyTorch
Positional encodings in PyTorch
LangChain - prompt a local model
LangChain - prompt a local model
Fine-tune LLMs - Line by line code example
Fine-tune LLMs - Line by line code example
LangChain Advanced - Ask questions to local LLM
LangChain Advanced - Ask questions to local LLM
LangChain - Advanced SQL in Natural Language and SQL Prompt Engineering
LangChain - Advanced SQL in Natural Language and SQL Prompt Engineering
run AI image generation on your computer
run AI image generation on your computer
Run a LLM - for example ALPACA - locally in a UI
Run a LLM - for example ALPACA - locally in a UI
Inflation analysis in python
Inflation analysis in python
Use ChatGPT to write code for you
Use ChatGPT to write code for you
LangChain intro - make natural language SQL database queries
LangChain intro - make natural language SQL database queries
LangChain intro - train LLM on set of pdf files
LangChain intro - train LLM on set of pdf files
Machine Learning in Julia - Random Forest Classification
Machine Learning in Julia - Random Forest Classification
Simple way to manage different Python versions
Simple way to manage different Python versions
Binomial Distribution (Python)
Binomial Distribution (Python)
Analyzing my electricity usage with julialang DataFrames
Analyzing my electricity usage with julialang DataFrames
Simple and powerful plots in the Julia programming language
Simple and powerful plots in the Julia programming language
Functions in the Julia programming language
Functions in the Julia programming language
Arrays in Julia - Part 1
Arrays in Julia - Part 1
Data structures in Julia
Data structures in Julia