From fb0f3dce936f37c62c260045978abf10c06069c7 Mon Sep 17 00:00:00 2001 From: sayands Date: Fri, 20 Apr 2018 11:53:54 +0530 Subject: [PATCH 1/4] Added Step-by-Step Machine Learning in Python --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index a57c491..59c6b67 100644 --- a/README.md +++ b/README.md @@ -243,6 +243,7 @@ To get started, simply fork this repo. Please refer to [CONTRIBUTING.md](CONTRIB ### Machine Learning: * [Write Linear Regression From Scratch in Python](https://www.youtube.com/watch?v=uwwWVAgJBcM) +* [Step-By-Step Machine Learning In Python](https://machinelearningmastery.com/machine-learning-in-python-step-by-step/) ### Deep Learning: From 818c7001b929e68610b06965057a85326f3842ea Mon Sep 17 00:00:00 2001 From: sayands Date: Fri, 20 Apr 2018 12:01:41 +0530 Subject: [PATCH 2/4] Added Flask Tutorial and Restructured Project --- README.md | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 59c6b67..0d00685 100644 --- a/README.md +++ b/README.md @@ -222,13 +222,15 @@ To get started, simply fork this repo. Please refer to [CONTRIBUTING.md](CONTRIB ### Web Applications: * [Build a Microblog with Flask](https://blog.miguelgrinberg.com/post/the-flask-mega-tutorial-part-i-hello-world) -* [Create a blog webapp in Django](https://tutorial.djangogirls.org/en/) -* [Extend the Django Blog Web App](https://legacy.gitbook.com/book/djangogirls/django-girls-tutorial-extensions/details) +* Create a Blog Web App In Django + * [Part I : Introduction](https://tutorial.djangogirls.org/en/) + * [Part II : Extension To Add More Features](https://legacy.gitbook.com/book/djangogirls/django-girls-tutorial-extensions/details) * [Choose Your Own Adventure Presentations](https://www.twilio.com/blog/2015/03/choose-your-own-adventures-presentations-wizard-mode-part-1-of-3.html) * [Build a Todo List with Flask and RethinkDB](https://realpython.com/blog/python/rethink-flask-a-simple-todo-list-powered-by-flask-and-rethinkdb/) * [Build a Todo List with Django and Test-Driven Development](http://www.obeythetestinggoat.com/) * [Build a RESTful Microservice in Python](http://www.skybert.net/python/developing-a-restful-micro-service-in-python/) * [Microservices with Docker, Flask, and React](https://testdriven.io/) +* [Build A Simple Web App With Flask](https://pythonspot.com/flask-web-app-with-python/) ### Bots: From 264fb3170c013dce46a12622b1c4800fbe65bc59 Mon Sep 17 00:00:00 2001 From: sayands Date: Fri, 20 Apr 2018 12:24:40 +0530 Subject: [PATCH 3/4] Added Learn Python For Data Science tutorial --- README.md | 10 ++++++++++ 1 file changed, 10 insertions(+) diff --git a/README.md b/README.md index 0d00685..9a3dbee 100644 --- a/README.md +++ b/README.md @@ -242,6 +242,16 @@ To get started, simply fork this repo. Please refer to [CONTRIBUTING.md](CONTRIB * [Part 1](https://khashtamov.com/en/how-to-create-a-telegram-bot-using-python/) * [Part 2](https://khashtamov.com/en/how-to-deploy-telegram-bot-django/) +### Data Science: + +* Learn Python For Data Science by Siraj Raval: + * [Part 1](https://www.youtube.com/watch?v=T5pRlIbr6gg) + * [Part 2](https://www.youtube.com/watch?v=o_OZdbCzHUA) + * [Part 3](https://www.youtube.com/watch?v=9gBC9R-msAk&list=PL2-dafEMk2A6QKz1mrk1uIGfHkC1zZ6UU&index=3) + * [Part 4](https://www.youtube.com/watch?v=SSu00IRRraY&index=4&list=PL2-dafEMk2A6QKz1mrk1uIGfHkC1zZ6UU) + * [Part 5](https://www.youtube.com/watch?v=MrBzgvUNr4w&list=PL2-dafEMk2A6QKz1mrk1uIGfHkC1zZ6UU&index=5) + * [Part 6](https://www.youtube.com/watch?v=dSofAXnnFrY&index=6&list=PL2-dafEMk2A6QKz1mrk1uIGfHkC1zZ6UU) + ### Machine Learning: * [Write Linear Regression From Scratch in Python](https://www.youtube.com/watch?v=uwwWVAgJBcM) From c822136a2c65255b21e83dfc3fa76849f65ef02b Mon Sep 17 00:00:00 2001 From: sayands Date: Fri, 20 Apr 2018 12:29:35 +0530 Subject: [PATCH 4/4] Added pure JS tutorial --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 9a3dbee..15992c2 100644 --- a/README.md +++ b/README.md @@ -110,6 +110,7 @@ To get started, simply fork this repo. Please refer to [CONTRIBUTING.md](CONTRIB ## JavaScript: * [Build 30 things in 30 days with 30 tutorials](https://javascript30.com) +* [Build an App in Pure JS](https://medium.com/codingthesmartway-com-blog/pure-javascript-building-a-real-world-application-from-scratch-5213591cfcd6) ### Mobile Application: