Python Programming, CS, Algorithms and Data Structures

Learn programming with Python 3 and build Algorithms and Data Structures with Projects from scratch

What's Inside

Interested in learning the top programming language in the world in-depth?

Or perhaps you're interested in learning the fundamental Algorithms, Data Structures and Performance Analysis that make up the core foundational skillset of every accomplished programmer/designer or software architect?

Or simply looking to ace your next Technical Interview?

Or all 3 above?

Then this is the course for you!

This is the most comprehensive course on learning the Python programming language and then using it to build Algorithms, Data Structures and larger scale projects from scratch.

You will get:

1) 14+ hours of instructional video

2) A free Python e-book

3) Quizzes to test your understanding

4) Python scripts with practice exercises and lecture notes

5) Multiple assessment tests to test your progress

This course is truly one of a kind and focused solely on your learning.

I will walk you step-by-step through the fascinating world of programming fundamentals using visualizations of programs as they execute, algorithms as they run and data structures as they are constructed. Nothing is left to the imagination, we'll see it all and then build it all.

Since it caters to a broad spectrum of students, the course is split in two parts, part 1 focusing on the Python programming language and part 2 focusing on Algorithms, Data Structures, Performance Analysis and larger scale projects. Details below:

Part 1: Python and programming fundamentals

  • Text - Strings
  • Numbers - Ints and Floats
  • Execution flow control - Branching with if/elif/else
  • Lists
  • Dictionaries
  • Tuples
  • Sets
  • Iteration with for and while loops
  • Functions, execution context and frames, building custom functions
  • Objects and building classes, methods, special methods
  • Reading from and writing to files
  • Projects
  • Visualization with each topic and more!

Part 2: Algorithms, Data Structures and Performance Analysis

  • Sorting algorithms (basic) - Bubble sort, Selection sort, Insertion sort
  • Sorting algorithms (advanced) - Merge sort, Quick sort
  • Big O notation, complexity analysis, divide and conquer, math visualizations
  • Recursion in-depth with examples
  • Searching algorithms - Bisection search, hashing
  • Data Structures with Linked lists, Stacks, Queues, Trees, Binary Search Trees
  • Operations with Data structures - insert, search, update, delete
  • Multiple projects with increasing level of complexity that tie the concepts together
  • Visualizations of every algorithm, data structure and operations and more!

So what are you waiting for? Learn Python with Algorithms and Data Structures and gain a core competency in Computer Science that will advance your career and increase your knowledge, in the most effective way!

Course Curriculum

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Certificate Available
114046+ Students
96 Lectures
13+ Hours of Video
Lifetime Access
24/7 Support
Instructor Rating
Mashrur Hossain

Hi, I'm Mashrur, I'm a full-time programming trainer specializing in Web Application Development, Machine Learning and Cyber Security. That's 3; I know, but I love them all. I have been a technology professional for over a decade and have degrees in Computer Science and Economics.

My niche is building comprehensive career focused technology courses for students entering new/complex and challenging fields in today's technology space. This is a nice segway for me, since my real passion is building and tinkering with programming languages. I love everything to do with development and learning about new tools and technologies. My favorite languages are Ruby on Rails and Python, and my favorite tech fields are web app development, cyber security and data-analytics (which is where Ruby on Rails and Python fall into place nicely). I encourage my students to focus on these technologies as well since their potential is immense.

In my past (corporate) life, I worked with Enterprise Software Systems with roles played in analysis, development and management. I led projects using both agile and waterfall methodologies and thus am well versed in the inner workings of the software development and delivery world.

During my time in corporate America, I realized how much I enjoyed training new hires and new team members and helping them succeed. I had dedicated a good amount of time over 7 years on-boarding new analysts and developers and then worked with them to build and maintain systems which put me in a very unique position of knowing what new entrants to a field need to succeed. I strongly believe in focusing on fundamentals and practice; and not in shortcuts or gimmicks.

So join me for my comprehensive career-focused technology courses as I guide you through the world of web application development, machine learning, cyber security and data-analytics using Python, Ruby on Rails, Flask, MySQL, Selenium and Django and bringing your ideas and passions to life.

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