Sandesh’s Machine Learning Journal | Blog related to Machine learning and Deep learning.

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source: 3Blue1Brown Neural Networks Series

Source: 3Blue1Brown Neural Networks Series S3 E2

Posts

Time Series Forecasting with TensorFlow

Notebook demonstrates Time series forecasting with Tensorflow. It demonstrates a project called BitPredict. BitPredict is a time-series forecasting model that predicts the price of bitcoin in future time given then historical data.

Jun 12, 2022
Neural ODEs - An Introduction (Live Blog post)

This Blog post is dedicated to NeuralODEs a whole new class of Deep learning models which uses implicit layers and the parameters are modelled with dynamics of a differential equation

May 31, 2022
Natural Language Processing(NLP) with TensorFlow - Live Blog post

Notebook demonstrates Natural Language Processing using TensorFlow

May 11, 2022
GANs - General Adversarial Networks - Live Blog post

Notebook demonstrated general adversarial networks(aka GANs) using MNIST Dataset

Apr 3, 2022
Higgs Dataset Signal/Background Detection Model

Blog post contains summary of a mini-project on Higgs Dataset from UCI Repo. It involves the classification of Higgs's signal/Background Noise.

Mar 25, 2022
Milestone Project: Food Vision Big

Notebook contains the milestone project of the course TensorFlow Developer Certificate in 2022: Zero to Mastery

Feb 24, 2022
Transfer Learning with TensorFlow : Fine Tuning

Notebook demonstrated Transfer learning using Fine tuning methods in TensorFlow

Feb 20, 2022
Transfer Learning with TensorFlow : Scaling Up

Notebook demonstrates scaling up the Transfer learning model from the previous post for the FoodVision dataset from kaggle

Feb 20, 2022
Transfer Learning with TensorFlow : Feature Extraction

Notebook demonstrates Transfer Learning using Feature Extraction in TensorFlow

Feb 18, 2022
Convolutional Neural Networks and Computer Vision with TensorFlow

Notebook demonstrates Convolutional Neural Networks for Computer vision applications with TensorFlow

Feb 17, 2022
Neural Networks for Classification with TensorFlow

Notebook demonstrates Neural Networks for Binary and Multi-class classification Problems with TensorFlow

Feb 15, 2022
Neural Networks for Regression with TensorFlow

Notebook demonstrates Neural Networks for Regression Problems with TensorFlow

Feb 11, 2022
TensorFlow Fundamentals

Notebook on fundamental concepts of tensorflow

Feb 9, 2022
Axis Bank Stock Data Analysis Project Blog Post

Data Analysis of axis bank stock market time-series dataset.

Feb 4, 2022
Logistic Regression with a Neural Network Mindset

Notebook on using logistic regression in neural networks

Nov 20, 2021