Full-Stack Web Development and AI Integration with Python — PickAClass
4.0 (6) ⏱ 3h 📚 30 lessons 🎧 Audio version

Full-Stack Web Development and AI Integration with Python

Learn to build modern, responsive web applications and integrate custom machine learning models using HTML, CSS, JavaScript, Python, Django, and Pandas.

  • 💬 AI instructor
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  • 🕐 Start anytime
    No schedules or deadlines — learn at your own pace, whenever suits you.
  • 🌐 In English
    Lessons, tasks and certificate — all fully in your language.

About this course

In today's tech landscape, the most versatile developers can bridge the gap between frontend interfaces, backend servers, and intelligent data systems. This course equips you with the foundational skills to build web applications that leverage data science and machine learning. You will transition from a coding beginner to a well-rounded developer capable of creating functional web platforms and integrating smart features. By understanding how frontend design, backend logic, and data analysis work together, you will gain the confidence to build intelligent, data-driven applications from scratch. What you'll learn: - Build responsive user interfaces using modern HTML, CSS layouts, and interactive JavaScript. - Develop robust backend applications with Python and the Django framework, utilizing modern type hints and clean coding practices. - Manage and clean data efficiently using Pandas to prepare it for analysis. - Train and evaluate basic machine learning models using Sklearn and Keras. - Integrate data models into web applications using RESTful APIs and backend endpoints. - Configure and navigate the development environment using Linux commands and Git version control. The course begins with core internet concepts and terminal basics before guiding you step-by-step through frontend styling, backend programming, and foundational data science principles. You will progress through written explanations, structured code walkthroughs, and conceptual exercises designed to solidify your understanding of both web development and machine learning. This course is designed for complete beginners with no prior programming experience. Anyone looking to understand the intersection of web development, data science, and AI will find a clear, step-by-step path here. Start reading today to build your foundation in web development and artificial intelligence.

What you'll get

  • 📜 Certificate of completion
    Add it to your LinkedIn profile
  • 💬 Personal AI tutor
    Stuck on a lesson? Ask your built-in tutor anything, any time.
  • 🎧 Audio version included
    Learn on the go — no screen needed
  • ♾️ Lifetime access
    Come back anytime, no expiry
  • 📱 Phone or computer
    Works anywhere, any device
  • 💸 14-day refund
    No questions asked
  • Short & focused
    3h of practical content

Certificate of completion

Every course you complete on PickAClass issues a credential like this — original, with its own code, verifiable by URL, and detailed about what was actually demonstrated.

P
PickAClass
Skills profile · verifiable
Document
Certificate of Mastery
This certifies that
Name Surname
has successfully demonstrated mastery of
Full-Stack Web Development and AI Integration with Python
Skills demonstrated
Behavioral pattern analysis
Foundational
1.2 hrs
Decision-architecture frameworks
Proficient
1.4 hrs
A/B test design
Proficient
1.7 hrs
Behavioral copywriting
Advanced
1.9 hrs
P
PickAClass — Name Surname
Full-Stack Web Development and AI Integration with Python
Page 2 of 2
Performance detail
Coursework summary
Lessons completed 14 / 14
Practice questions 26 / 28
Assignments submitted 4 (avg 4.5 / 5)
Capstone project Reviewed — 4.6 / 5
Total practice 6.2 hrs
Performance benchmark
Cohort rank Top 12% of 1,625
Time to completion 11 days (median: 22)
Mastery score 91 / 100
Practice-question score 94%
Skill verification Verified Skill Path
Verify this credential
pickaclass.com/certificates/PCC-2026-X4F7-AP19
Issued under the academic standards of PickAClass. Skill levels reflect assessed performance against the course's competency rubric. This is an original credential of this platform.

Reviews (6)

Daniel Iskandar bin Abdullah MY Verified learner
★ 4 · August 23, 2026

Hmm, I'm not sure this is for absolute beginners. It assumes a bit of prior knowledge that wasn't explicitly taught. Some examples were confusing.

Mia Wright GB Verified learner
★ 3 · August 16, 2026

It's a decent introduction. Could use a few more real-world examples to solidify the concepts, though.

Иван Петров RU
★ 5 · July 13, 2026

This course exceeded my expectations. The real-world applications discussed are incredibly useful. Great job!

Stefan Pretorius ZA
★ 4 · July 2, 2026

This was a brilliant way to learn! The structure was logical, the pace was spot on, and the examples were super helpful. Highly recommend!

Patrick Power IE
★ 4 · June 13, 2026

It's a solid course. The structure is logical and most of the examples were helpful. Could use a few more real-world scenarios though.

Oliver Davies NZ
★ 4 · June 4, 2026

Learned a ton and the structure made it easy to follow along. Loved the practical application examples they provided.

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Frequently asked

What do I need to take this course? +

Just a phone or computer with internet. No installs, no special hardware.

How do I pay? +

By card via Stripe. We don’t store card details — Stripe handles them securely.

Can I get a refund? +

Yes — full refund within 14 days, no questions asked.

How long will I have access? +

Forever. Once you purchase, the course is yours to revisit anytime.

Will I get a certificate? +

Yes. On completion you'll receive a certificate you can add to your LinkedIn profile.

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