Full stack web development and AI with Python

February 6, 2020 Full Stack Web Development, Data Science, Development, Machine Learning, Udemy

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Full stack web development and AI with Python

HTML, CSS, JavaScript, Python, Django, Pandas, Sklearn, Keras, Git, Linux, AWS – Full stack web dev + data science + AI

MASTERCLASS, WORLD CLASS COURSE – WEB DEVELOPMENT, MACHINE LEARNING + AI INTEGRATIONS. Master practical and theoretical concepts. This extensive course leads you through a complete range of software skills and languages, skilling you up to be an incredibly on-demand developer. The combination of being able to create full-stack websites AND machine learning and AI models is very rare – something referred to as a unAIcorn.

Best Seller Course: PyTorch for Deep Learning and Computer Vision

What you’ll learn

HTML to create websites
CSS and Bootstrap to style your websites
JavaScript – one of the most in demand coding languages in the market for web development
jQuery – a simplified way of applying Javascript
Python, an extremely valuable, versatile and powerful coding language
Django – the python framework for creating dynamic websites that can even integrate machine learning and AI
Create dynamic websites using the Model-View-Controller software design pattern
Data science – the ability to handle, clean, visualise and analyse big data. Some of the biggest salaries and investments go into Data Scientists (NumPy, Pandas, Sklearn, Matplotlib, Seaborn)
Full training in entry mathematics and statistics with a heavy emphasis on machine learning
How to develop machine learning from scratch – training algorithms using big data that can then be used in production for making predictions
Deep learning / AI – learn to create your own AI solutions, such as image classifiers, AI capable of creating art, and much more
Create a range of cutting edge neural network architectures
Document your code at a UK industry standard
Use AWS tools such as EC2 to host your websites
Integrate web server tools such as Nginx and Gunicorn
Master essential developer tools such as GIT, Jupyter notebook, Google Colab, GPUs, Putty, Browser Developer Tools
Gain experience in digital security – the DOs and DONTs of developing and scaling online websites and services
Harness the power of Linux
Create Application Programming Interfaces (APIs) in Python
Gain the ability to access machines (e.g. computers) remotely using SSH
Professional training in developing problem solving skills
Develop a broad portfolio of projects you can showcase to any employer
Gain the ability to adapt to any coding language with the concepts of Python
Where to find machine learning computing power for free
Master intermediate Python concepts such as object oriented programming and functional programming
Create, maintain and post a range of databases within your websites