Python programming learning path for web development and Datascience

Discussion & Solutions
1

Hi everybody,

I’m a newbie in programming and I’m interested in web development and data-science. I want to learn Python to succeed to my project of beginning a startup with a product that aligned full-stack web app and data science capabilities. That why I’m asking for your advise on the path to follow by learning python. I also buy and enroll to python courses and data-science through onehacks.us coupons.
My desire is to develop fullstack web and mobile apps with Django and android, and embed those apps with advanced data analytics and machine learning capabilities.
How is a pathway to follow?
Your help is welcome.

Thanks.

1 Like
2
  1. Python
    1.1 CodeAcademy is recommended for beginners
  2. Web Development (HTML + CSS + Javascript + JQuery)
  3. Django
  4. Data analytics and visualization
    4.1 Statistical analysis
    4.2 Machine Learning
    4.3 Natural Language Processing (NLP) e.g. Sentiment analysis
  5. (Optional) REST API or GraphQL
  6. (Optional) Deep Learning
    6.1 Recurrent Neural Network (RNN)
    6.2 Long-Short Term Memory (LSTM)
    6.3 Attention Mechanism
    6.4 Convolutional Neural Network (CNN), in some points you may need to process multi-dimensional information e.g. images and multiple inputs

If you can get into Deep learning, your future will be bright as the minimum salary you can acquire is £4000-$8500/month, depending on your experience. **Note that you may need to have strong knowledge in mathematic **

Hope it would help

2 Likes
3

Thanks. I have other questions:

how Django and python are linked? Which part of python is crucial to master Django?
In addition, how to apply Qt5 for the development of Django applications?

Thanks

4

Django is a web framework built on python

5

Following. I also plan on getting into data science. Currently learning python too.

6

Thanks a lot