Full stack web development and AI with Python (Django)
HTML, CSS, JavaScript, Python, Django, Pandas, Sklearn, Keras, Git, Linux - Full stack web development /data science/ AI
4.59 (1659 reviews)
11 263
students
39.5 hours
content
Jul 2020
last update
$94.99
regular price
What you will learn
Full stack web development through learning:
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
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Our Verdict
Full Stack Web Development and AI with Python (Django) provides a comprehensive overview of full stack web development, data science, and AI concepts. The course is well-suited for students with prior programming knowledge who are looking to integrate their skills and build Proof of Concept Data Science Products. While there are some challenges, including the fast pace of certain sections and limited guidance on AWS deployment, overall this course offers valuable insights into the intersection of web development and AI.
What We Liked
- Comprehensive full stack web development course covering HTML, CSS, JavaScript, Python, Django and more
- Highly experienced instructor with expertise in mathematical and artificial intelligence concepts
- Hands-on learning approach emphasized through practical exercises and projects
- Covers a wide range of topics from front-end to back-end Python basics and machine learning
- Projects focus on real-world applications, providing valuable experience for job seekers
Potential Drawbacks
- Course may be challenging for beginners as some concepts are not fully explained
- Some students have reported difficulties following along with the HTML and CSS lessons
- Section 12 on Django has a fast pace that may be difficult for some students to keep up with
- Limited guidance on deploying machine learning applications onto AWS or using Docker
2389518
udemy ID
29/05/2019
course created date
20/11/2019
course indexed date
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