Rahul Saraf
Blog
Apps
Presentations
Notes
Curations
Preface
Courses
Financial Risk Management
Fastai:Practical Deep Learning for Coders
KAGGLE_MLEXPLAINABILITY
GENAI_LLM
Signal processing with Matlab and python
NLP_DLAI3
NLA_FASTAI
KAGGLE_GEOSPATIAL_ANALYSIS
Zero2HeroNN
Hypermedia Systems(HTMX)
Competitions
Spaceship Titanic
BlueBook for Bulldozer
Titanic
Devtips
Using Fastprogress
Using Regex
Nbdev on Quarto website
Data
Resources
AIBook
Old blog(Soliloquium)
AIJulia
Quarto Extensions
Courses
NLA_FASTAI
Numerical Linear Algebra
Preface
Courses
Financial Risk Management
Introduction
Using R with Quarto
Interaction with FRED
Normal Distribution
Non Normal Distribution
Volatility Clustering
Fastai:Practical Deep Learning for Coders
Preamble
Datasets
Introduction to Deep Learning
Deployment1: Pandemic Safety ML Driven EDA
Deployment2: Pandemic Safety Retraining and Final Model
Deployment3: Model and Dataset deployment on HuggingFace
NN Foundations: Image Architecture Analysis
KAGGLE_MLEXPLAINABILITY
Downloads Datasets for Machine learning Explainability course
Permutation Importance
Partial Plots
SHAP Values
SHAP Advanced
GENAI_LLM
Chat and Dialogue Summarization using Flan-T5
Signal processing with Matlab and python
Preamble
Signal Processing using Octave
Time Series Denoising
NLP_DLAI3
Sentiment Analysis
Character Encoding, GRU and Language Model
RNN Labs
NLA_FASTAI
Numerical Linear Algebra
Introduction
KAGGLE_GEOSPATIAL_ANALYSIS
Geospatial Analysis
GeoPandas: First Map
Zero2HeroNN
External Link
Hypermedia Systems(HTMX)
External Link
Competitions
Spaceship Titanic
Spaceship Titanic
Hidden AIking
BlueBook for Bulldozer
Blubook Bulldozer
Titanic
Baseline Model Titanic
Devtips
Using Fastprogress
Using Regex
Nbdev on Quarto website
On this page
Numerical Linear Algebra
Numerical Linear Algebra
This course is designed to understand numerical linear algebra using a top down approach.