Full stack web development and AI with Python (Django)
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Unclaimed ProfileAspiring developers and data enthusiasts looking to bridge the gap between web development and artificial intelligence will find exceptional value in this comprehensive masterclass by John Harper. The curriculum seamlessly integrates front-end foundational technologies like HTML, CSS, Bootstrap, and JavaScript with powerful back-end systems driven by Python and Django. Beyond traditional full-stack concepts, this program stands out by embedding robust data science and machine learning modules. Learners dive deep into data manipulation and visualization using industry-standard libraries such as NumPy, Pandas, Matplotlib, and Seaborn. As you progress, the course demystifies advanced concepts in artificial intelligence, guiding you through building and training machine learning models and neural networks using Keras and Scikit-Learn. Practical deployment is a core focus, teaching students how to host dynamic web applications on AWS EC2, configure production servers using Nginx and Gunicorn, and secure their systems within a Linux environment. By mastering Git, remote SSH, and APIs, students develop a professional-grade workflow. This program is ideal for beginners wanting to build a robust, versatile portfolio and experienced developers aiming to incorporate cutting-edge AI capabilities into modern web applications.
About the creator
John Harper
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John Harper is an educator and software engineer dedicated to demystifying modern application development. By bridging the gap between traditional full-stack web development and practical artificial intelligence, John helps students build software that is both highly functional and intelligent. His teaching approach centers on project-based learning, guiding developers through the process of building real-world tools with Python and Django. Rather than focusing solely on theoretical programming concepts, John emphasizes hands-on deployment, clean coding practices, and integration of AI APIs and machine learning models directly into web architectures. He guides students through the complexities of database management, backend logic, and frontend…Show more
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Program Overview
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Learning format
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Price may change · updated within 1–2 weeks
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What You'll 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
Best For
- Beginners eager to transition from web development foundations to advanced AI applications.
- Developers looking to modernize their web stacks by integrating Python-based machine learning models.
- Data enthusiasts aiming to deploy their analytical models into interactive, public-facing web applications.
- Aspiring software engineers who want to master full-stack deployment on professional cloud infrastructure like AWS.
Not For
- Learners strictly seeking a lightweight introduction to front-end design without back-end logic.
- Experienced data scientists who have no interest in building or maintaining web-based applications.
- Individuals looking for a quick, non-technical overview of AI concepts without coding implementation.
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