Python for Beginners: Trends in AI, Web & DevOps
Master Python basics to automation, AI, web dev, and DevOps—all in one trend-focused beginner course.
Updated on Jun, 2025
Language - English
Development ,Programming Languages,Python
Lectures -30
Duration -10.5 hours
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Course Description
To start, you will learn why Python is such an incredibly powerful and trendy programming language - a gorgeous and adjustable programming language with an enormous contribution going forth into the future of technologies. You'll start to learn about concepts like variables, control flow, and then will end by writing your first Python program, all without existing coding experience. From variables, you will investigate the essential data structures, including lists, dictionaries, and sets.
From there you will learn about key concepts of programming like functions, object-oriented programming, and file IO - each provided in easy to read explanations and support with activities. You'll use popular tools like VS Code, Jupyter Notebooks, Python Tutor, and Anaconda, each to assist you in building your confidence coding in different real-world situations.
You will uncover trending domains:
- Data Analysis using Pandas and NumPy
- Machine Learning with scikit-learn and a hands-on mini-project
- Web Development, using Flask and FastAPI
- Automation and Scripting to improve day to day efficiencies
- Cloud Integration with AWS, Azure, and DevOps tools like GitHub actions and Docker.
- You’ll finally put it all together with a Capstone Project - developing a working project (web application, automation tool, or data dashboard) and showcasing it, on GitHub. Whether you hope to be a Python programmer, data analyst, AI developer, automation specialist, or just want to develop more intelligent tools, the course gives you the skills and knowledge to make that first confident leap into the tech universe.
- Anaconda, Jupyter Notebook, VS Code, Python Tutor, Flask, FastAPI, GitHub, Docker, AWS CLI, and many more.
Goals
- Build a strong foundation with Python programming using widely available, beginner-friendly tools.
- See how modern use cases in Artificial Intelligence (AI), machine learning (ML), automation testing, and cloud computing (CSS, SaaS, and more) happen in Python.
- Write clean, documented, organized, reusable/tradable, and maintainable code using functions, Object Oriented Programming (OOP), and modules.
- Learn about the three most popular data structures: lists, dictionaries, and sets.
- Learn how and when to interact with development tools such as Anaconda, Jupyter, PyCharm, and Python Tutor to increase your coding productivity.
- Read and Write files, including error management using try-except blocks.
- Automate mundane workflows, and interfaces with system or cloud services.
- Build very basic web apps using Flask, FastAPI and deploy to Heroku or AWS.
- Start experimenting with data analyses and visualizations using libraries such as Pandas, NumPy, matplotlib, or seaborn.
- Build and evaluate our models for machine learning projects using scikit-learn.
- While doing all of this you'll be able to learn the best practices that entrepreneurs look for - testing, CI, CD, version control, and virtual environments.
- Finish with a capstone project that validates your skillsets and gets you set for your career.
Prerequisites
- No prior programming experience is required — this course is beginner-friendly.
- A computer (Windows, macOS, or Linux) with internet access.
- Willingness to learn and explore Python’s real-world applications.
- Basic familiarity with using a text editor or IDE (helpful but not mandatory).
- Curiosity about technology trends like AI, automation, web development, or cloud computing.
Curriculum
Check out the detailed breakdown of what’s inside the course
Introduction to Python
2 Lectures
-
0.1 Course Introduction
01:49
01:49
-
1.1 Introduction to Python
10:29
10:29
Python Fundamentals
1 Lectures
Data Structures and Collections
1 Lectures
Functions, Modules, and Packages
2 Lectures
Object-Oriented Programming (OOP) in Python
2 Lectures
File Handling, Errors, and Debugging
2 Lectures
Virtual Environments, Testing, and CI/CD Basics
3 Lectures
Python for Data Analysis
3 Lectures
Introduction to Machine Learning & AI with Python
4 Lectures
Web Development with Python
3 Lectures
Scripting, Automation, and Cloud Integration
3 Lectures
Project
3 Lectures
Continuous Learning & Career Pathways
1 Lectures
Instructor Details
Selfcode Academy
At SelfCode Academy, we are more than just an educational platform; we are the gateway to unlocking the world of coding and technology. As a premier EdTech brand, we are dedicated to empowering individuals with the skills and knowledge they need to thrive in the digital age.
Our mission is to demystify the world of coding and make it accessible to everyone, regardless of their background or prior experience. We understand that technology is shaping the future, and coding is its language. That's why we have curated a range of comprehensive coding courses that cater to beginners, intermediate learners, and even seasoned programmers looking to upskill.
What sets SelfCode Academy apart is our commitment to excellence in education. Our courses are meticulously designed by industry experts to ensure relevance, practicality, and engagement. Through our user-friendly online platform, learners can access a variety of programming languages, development tools, and project-based learning opportunities.
We recognize that each individual learns at their own pace, which is why our courses are self-paced, allowing learners to progress in a way that suits their schedule and preferences. We provide a supportive learning environment with dedicated instructors, a vibrant community forum, and interactive resources that facilitate both independent and collaborative learning.
At SelfCode Academy, we believe that coding is not just a skill, but a mindset that fosters creativity, problem-solving, and innovation. Our vision is to equip learners with the ability to turn their ideas into tangible digital solutions, whether it's building websites, developing apps, or shaping the technologies of tomorrow.
Join us on a transformative journey where you'll gain more than just coding skills – you'll gain the confidence to navigate a tech-driven world and make your mark on it. Welcome to SelfCode Academy, where your coding aspirations become a reality.
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