this repository will be having codes related to the challanges i participate in or will have mini projects based on machine learning itself.

1.first file added = friends is . it is a jupyter notebook. competition link:https://www.kaggle.com/c/whoisafriend/overview

2.face detection and snapshot were seperate codes. face detection was taken from the website : https://pythonprogramming.net/haar-cascade-face-eye-detection-python-opencv-tutorial/

3.i have made a slideshow about basic working of artificial neural networks here:https://www.slideshare.net/aashnavaid/basic-artificial-neural-networks ; this is a slideshare link.

4.the speech recognition code has been understood and taken from the website here:https://realpython.com/python-speech-recognition/ and the wav file was taken from website:https://www.voiptroubleshooter.com/open_speech/american.html

5.understood and took down a web scrapping program from https://github.com/adashofdata/nlp-in-python-tutorial it has usage of beautiful soup, request and pickle packages. the files with this code are 'data cleaning and exploratory analysis'.