
This course includes our updated coding exercises so you can practice your skills as you learn.
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Explore GitHub Codespaces, a secure cloud development environment that brings the VS Code experience to the browser and lets you run Python or IPYNB files from templates.
Install and configure Anaconda and VS Code as your Python IDE, manage environments with conda, and set up path variables to run .py and ipynb projects from VS Code.
discover how to set up a python development environment in VS Code, create conda environments with Python 3.12, and run .py and ipynb files with ipykernel.
Explore Python basics by examining syntax and semantics, including comments, case sensitivity, indentation, line continuation, and variable assignment and type inference.
Explore basic python data types, including integers, floats, strings, and booleans, and master type conversion, common errors, and practical examples with code demonstrations.
Master control flow in Python by building and evaluating conditional statements (if, elif, else) with nested cases, real world examples, and guidance on common errors and best practices.
Master Python loops, including for and while with range and nested structures, and learn break, continue, and pass through practical, example-driven coverage.
Explore sets in Python, a built-in for unique items, covering creation, membership tests, and operations like union, intersection, difference, and subset checks.
Explore tuples in Python, including creation, access, immutability, and key operations like concatenation, repetition, slicing, packing and unpacking with nested tuples, count and index.
Explore real-world uses of Python lists through practical examples like a to-do list, organizing student grades, managing inventory, and collecting user feedback, highlighting append, removal, and in checks.
Master python functions through practical examples: temperature conversion celsius-fahrenheit, password strength checks, shopping cart total, palindrome, factorial recursion, and file word frequency with email validation.
Master the Python map function to apply a function to every item in an iterable, returning a map object. Use lambda and built-in functions to transform lists and dictionaries.
Learn how the filter function in Python creates an iterator from an iterable to select items meeting a condition, using functions or lambda expressions on lists and dictionaries.
Explore the basics of problem solving through flowcharts, learning their components—terminal, input/output, process, decision, arrows, and connectors—to visualize and solve algorithms like finding the maximum of two numbers.
Pseudocode describes an algorithm in plain language, independent of syntax, useful for interviews and documentation, and outlines steps before coding.
Adopt a structured framework to solve problems: analyze inputs and constraints, break down the task, draft pseudocode, dry-run with examples, then code and test edge cases while communicating your approach.
Welcome to the "Complete Python with DSA Bootcamp"! This comprehensive course is designed to take you from a beginner to a confident programmer, mastering both Python and essential data structures and algorithms (DSA) needed for technical interviews and real-world applications.
What You Will Learn
In this bootcamp, you will start with the fundamentals of Python programming. You will become familiar with Python syntax, data types, control structures, and functions. As you progress, you will dive into more advanced topics, including object-oriented programming and error handling, ensuring you have a solid foundation before moving on to data structures.
Next, we will explore various data structures in detail. You will learn about arrays, lists, stacks, queues, linked lists, trees, and graphs. For each data structure, you will understand its use cases, advantages, and limitations. You will also implement these structures from scratch, reinforcing your understanding through practical exercises.
Algorithms are the backbone of problem-solving in programming. This course covers essential algorithms, including sorting (quick sort, merge sort) and searching (binary search), as well as more advanced topics like recursion and dynamic programming. You will learn to analyze the time and space complexity of algorithms, helping you to choose the most efficient solution for any problem.
Hands-On Projects and Coding Challenges
Throughout the course, you will engage in hands-on projects and coding challenges that simulate real-world scenarios. Each section includes practical exercises to reinforce your learning, and you will work on projects that consolidate your understanding of Python and DSA. By the end of the course, you will have a portfolio of projects to showcase your skills to potential employers.
Who This Course Is For
This course is ideal for beginners who want to learn Python and data structures from scratch. It’s also perfect for aspiring software developers and data scientists preparing for technical interviews, as well as professionals looking to transition into tech roles. Whether you’re a student or a working professional, this course will equip you with the skills and knowledge needed to excel in coding interviews and advance your career.
Course Structure
The course is structured into modules that progressively build on your knowledge. Each module contains video lectures, reading materials, and coding exercises, allowing you to learn at your own pace. You will also have access to a community of learners where you can ask questions, share insights, and collaborate on projects.
Why Choose This Course?
Comprehensive Curriculum: Covers Python programming, data structures, and algorithms in depth.
Expert Instructor: Learn from an experienced instructor with over 13 years in data analytics and teaching.
Hands-On Approach: Engage in practical exercises and real-world projects that reinforce your learning.
Flexible Learning: Access course materials anytime, anywhere, and learn at your own pace.
Join the "Complete Python with DSA Bootcamp" today and take your first step towards becoming a proficient programmer! Whether you aim to land a job in tech or simply want to enhance your coding skills, this course is your gateway to success. Enroll now and start your journey!