nachi-hebbar Goto Github PK

arima-temperature_forecasting

Temperature forecasting using ARIMA model in Python. Pmdarima and statsmodel library are used

auto-encoder-tensorflow

Implementation of Auto Encoder in Tensorflow for MNIST handwritten digits

compare_models-gradio

Web application build using Gradio to compare performance on inception model with hybrid model on flower classification

darknet

Convolutional Neural Networks

data-preprocessing-for-ml

Data preprocessing tricks for ml using scatter plots,histogram,and correlation matrix

deep-learning-face-detection

Real Time deep learning based face detection using opencv and python. YouTube tutorial link: https://youtu.be/bpdXwoPh_p0

diabetes_prediction

Diabetes prediction with several machine learning algorithms to choose which is best.

face-detect-browser-control

Control your Web browser and Laptop by detecting faces . Python Open CV library used.

face-eye-detection-opencv

Real time face and eye detection using open cv and python.

face-recognition-web-app

A face recognition model built using Open CV and finally deployed on webpage using Streamlit. Full video explanation at :

fb-prophet-time-series-forecasting

Time Series forecasting on daily temperature data using the FB Prophet library. Complete Video Explanaiton on my YouTube channel: https://www.youtube.com/watch?v=2vF2xTUXJwM

flask-form-bootstrap

Code for creating forms in flask, and used bootstrap for styling the webiste. Also retrieved user data and stored them in session variables ,which can be sent to database. Complete explanation on my youtube channel: https://www.youtube.com/watch?v=OFirb6PxH44&t=384s

flower-classification-web-app-streamlit

A deep learning web app , made using streamlit. Web app can deployed straight from Google collab

forest-fire-prediction

A machine learning model that predicts probability of a forest fire taking place ,based on oxygen,humidity,temp

forest-fire-prediction-website

A website that predicts the probability of a forest fire taking place based on oxygen,temperature and humidity content

gradio-digitrecognition-web-app

A web application that allows you to sketch a number and get the predicted class.

gradio-ml-webapp

Web application for iris classification using gradio and python

gradip-flowerclassification-webapp

A web application built using gradio for classification of flower images

handling-missing-values-in-dataset

Python code to handle missing values in dataset for machine learning

http-dvc-testing

insurance_dataset_watson_studio

Insurance dataset for my video tutorial on IBM watson studio.

iris-classification-linear-regression

Solving the famous Iris Classification using Linear Regression Model. Visualizing the data using Seaborn Library.94% accuracy.

iris-classification-with-feature-selection

Categorizing the iris species using linear regression , and finding the most and least important feature

iris-classifier-ml-web-app

A website built using streamlit that classifies iris flowers , giving user 3 different option of machine learning model to use

knn-kmeans-iris-dataset

Using the k means and knn algorithm on iris dataset for clustering and classification

langchain-code-completion

Mini project to build a python code completion chatbot using Langchain framework and LLM's. Code walkthrough given on my YouTube channel at: https://www.youtube.com/watch?v=N-MLFxM7boE&t=14s

langchain_prompt_template

Mini project to create post generator using multiple LLM Chains and Prompt Templates. Code Walkthrough on my YouTube channel: https://www.youtube.com/watch?v=BLvqJgFo3RI&lc=Ugw5E32dsV-gLVOgMU94AaABAg

login-page-with-flask-html

A basic login page using html and flask

ml-interpretation-shap

Interpretation of Ml models using the shap library in python. Video Explanation available on my youtube channel: https://www.youtube.com/watch?v=TeM3FWU9tjA

mnist-digits-classification-tensorflow

Classify handwritten digits using tensorflow and kreas