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AIBook

Welcome to my AIBook

Getting Started

Introduction

Deep Learning

Deep Learning AI: Course 1
- Logistic Regression with a Neural Network mindset
- Planar data classification with one hidden layer
Fast AI 2022
- Introduction to Deep Learning using Fastai
- Putting Models in Production with Hugging Face and Fastai
Fast AI 2021

AWS

Introduction

NLP

Deep Learning Course#1: Classification and Vector Spaces
Deep Learning Course#2: Probabilistic Models
Deep Learning Course#3: NLP with Sequence Models
Deep Learning Course#4: NLP with Attention Models

Wandb

Fastai with Wandb
Wandb and Structured Learning

Linear Algebra

Numerical Linear Algebra

Statistics

Thinking Bayes
- Probability
Workshop Bayesion Statistics
Workshop Descriptive Statistics

Structured

California Housing Dataset
- EDA
- Feature Engineering
Feature Engineering

Marketing Research

Customer Analytics
ESSEC’s Marketing Analytics Course
Campaign Analytics
- PPC Analysis
Conjoint Analysis
- Tea Survey

Business Analytics

ESSEC Startegic Business Analytics
Survival Analysis From Scratch
- Introduction to Survival Analysis
- Kaplan Meier

Competitions

Ultramnist

References

Changelog
Hacks
Markdown Files
Content with notebooks
aiking

Powered by Jupyter Book

.md

Contents

Visualizing Jupyter Book Build from notebook

Hacks

Contents

Visualizing Jupyter Book Build from notebook

Hacks#

Some quick adhoc hacks to make things work.

Visualizing Jupyter Book Build from notebook#

jupyter notebook –NotebookApp.disable_check_xsrf=True

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Changelog

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Markdown Files

By Rahul Saraf
© Copyright 2022.