Python for Data Structures, Algorithms, and Interviews! from Udemy

Welcome to Python for Data Structures, Algorithms and Interviews.

This is the most comprehensive course online to help you ace your coding interviews and learn about Data Structures and Algorithms. This course takes advantage of the easy to read Python programming language to efficiently teach you what you need to know to land the tech job of your dreams.

This course will teach you everything you need to know to get a great job in the software technology field, including:

Creating a great resume
Creating LinkedIn and GitHub profiles for recruiters to find
Building and leveraging a network for job opportunities
The latest job searching tools available online
Non-Technical Interview Questions and Answers
Post-Interview topics (Salary Negotiation and References Preparation)
Jupyter Notebooks Overview
Algorithm Analysis and Big-O Notation
Array Sequences
Stacks Queues and Deques
Linked Lists
Recursion
Trees
Searching and Sorting Algorithms
Graph Algorithms
Riddles and Brainteasers
4 Mock Interviews.

Achieve your career goals and get a fantastic job in technology by enrolling in this course.

What's inside

Learning objectives

Create a great resume
Have a linkedin and github profile for recruiters

Understand all major data structures and algorithms
Ace coding interviews after preparing with the course's mock interviews

Create a great resume
Have a linkedin and github profile for recruiters
Understand all major data structures and algorithms
Ace coding interviews after preparing with the course's mock interviews

Syllabus

Learn about the course and set up!

Learn about the course.

Learn about the course set up and the materials for this course!

Learn the best ways to get help!

FAQ for the course.

Learn about the various company and job types!

Learn what type of company is right for you!

Learn about various job types in the industry!

Learn how to prepare a great resume!

Learn best practices for Resume prep!

Get an overview of the best tools on the web for creating resumes!

List of resume creation websites

Link for Resume Checklist!

Learn how to establish your web presence for recruiters!

Set up your Linkedin account!

Set up your GitHub account!

Learn the best ways to set-up your own personal website!

Learn how to build a network and leverage it!

Learn how to expand your Network!

Learn how to use Meetups to create job opportunities!

Learn about tools and resources to use on your Job hunt!

Learn how to stay organized during your job search!

Learn about the various websites to find the best programming jobs!

List of Job Board Sites

Learn about various sites that link you directly with an employer!

List of Company Matching Sites

Get ready for your interview with these fundamentals!

Get a study plan for your interviews!

Learn the ins and outs of the Phone screen!

Practice answering tough interview questions!

Practice answering questions for students!

Special case interview questions!

Learn what to do after your interview!

General Salary Negotiation Tips

Practice Salary Questions and Answers

Learn how to prepare your references!

Quick Overview on the Format of the rest of the course!

Get an Overview on how the rest of the course is formatting!

Quick Reminder

A disclosure on what questions are appropriate

Introduction to Jupyter Notebooks

Guide to installation

Set-up everything you need for the course for a Windows Environment!

Set-up everything you need for the course for a Mac Environment!

Learn how to use Jupyter Notebooks for this course!

Find out about the notebooks for the course.

Learn what the interview notebooks are like!

Learn about Big O notation and Algorithm Analysis!

Links for this sections notebooks.

Learn what Big O is!

Learn how to write Big O notation!

Walk through various Big O examples!

Quick recap of the reading assignment!

Big O for Python List Operations!

Quick check of your understanding for Big O operations in Python.

Cheat Sheet for Big-O!

Learn about strings and arrays!

Get an introduction to Array Based Sequences

Learn how low level arrays are constructed.

Get an overview on Dynamic Arrays

Learn how to create our own Dynamic Array object!

Learn about amortization!

Interview Problems Array

Anagram Check

Part of the Array Interview Problems

Learn how to utilize and understand Stacks, Queues, and Deques.

Part of the Stacks Queues and Deques Section of the course.

Overview of Stacks Theory

Live Code Session of Implementing a Stack Class!

Overview of what a Queue is.

Live Code Session of Implementing a Queue class!

Overview of what a Deque is.

Live Code Session of Implementing a Deque class!

Part of the Stacks Queues and Deques Section of the Course

Part of the Stacks Section of the course.

Learn about Linked LIsts!

Part of the Linked Lists Section of the Course.

Good to know

Know what's good

, what to watch for

, and possible dealbreakers

Teaches skills, knowledge, and tools that are highly relevant to industry

Provides hands-on labs and interactive materials

Covers a comprehensive range of data structures and algorithms

Prepares learners for coding interviews with mock interviews

Utilizes Python for practical and efficient learning

Requires learners to come in with some programming background

Reviews summary

Clear video instruction

Learners say this course provides clear video instruction for learning Python data structures, algorithms, and interview techniques. However, some students wish that the videos were longer and that the code samples included more comments. Additionally, learners mention that this course uses Python2 and should be updated to Python3.

Course offers clear video instruction.

"The majority of the videos are good..."

"I learned a good amount..."

Course should be updated to Python3.

"This course also needs to be updated to Python3. It's not hard to update the code yourself as you go along, but it's an annoyance."

Code samples are not very helpful.

"I feel that [the videos] are too brief."

"some of the code samples were commented a little better so that you can follow along and understand."

Activities

Be better prepared before your course. Deepen your understanding during and after it. Supplement your coursework and achieve mastery of the topics covered in Python for Data Structures, Algorithms, and Interviews! with these activities:

Create a LinkedIn profile

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Help you connect with potential employers and industry professionals.

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Create a LinkedIn account.
Fill out your profile completely.
Join relevant groups and follow companies of interest.

Create a resume

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Help you showcase your skills and qualifications for potential employers.

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Review the course materials on resume writing.
Gather information about your skills, experience, and education.
Use a resume builder or template to create a resume.
Proofread your resume carefully.

Find a mentor in the field

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Provide you with guidance, support, and advice as you navigate your career.

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Identify potential mentors who have experience in your field of interest.
Reach out to them and introduce yourself.
Ask them if they would be willing to mentor you.

Five other activities

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Show all eight activities

Introduction to Algorithms

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Provide you with a comprehensive understanding of fundamental algorithms and data structures.

View Introduction to Algorithms, fourth edition on Amazon

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Read chapters 1-4 of the book.
Work through the practice problems at the end of each chapter.
Review the solutions and try to understand the approach.

Practice LinkedList Problems

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Help you strengthen your understanding of LinkedList and improve your problem-solving skills.

Browse courses on LinkedList

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Go through the LinkedList section of the course.
Solve 5-10 easy LinkedList problems on Leetcode or a similar platform.
Review the solutions and try to understand the approach.

Create a Python script that implements a custom data structure

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Help you solidify your understanding of data structures by implementing one from scratch.

Browse courses on Data Structure

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Choose a data structure to implement, such as a stack, queue, or linked list.
Design the interface and implementation of your data structure.
Write the Python code for your data structure.
Test your data structure to ensure it works as expected.

Practice Tree Problems

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Help you deepen your understanding of Trees and improve your problem-solving skills.

Browse courses on Tree

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Go through the Tree section of the course.
Solve 5-10 medium Tree problems on Leetcode or a similar platform.
Review the solutions and try to understand the approach.

Participate in a coding competition

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Challenge yourself and test your skills against other programmers.

Browse courses on Coding

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Choose a coding competition that is relevant to your interests.
Practice solving coding problems.
Register for the competition.
Compete in the competition.

Career center

Learners who complete Python for Data Structures, Algorithms, and Interviews! will develop knowledge and skills that may be useful to these careers:

Academic Researcher

Engage cutting-edge research and push the boundaries of knowledge in computer science and data structures with a course that empowers you to master algorithm analysis, searching algorithms, sorting algorithms, and graph algorithms. Advance your career in academia with a strong foundation in the fundamentals of computer science.

See salaries and explore the career path for Academic Researcher

Computer Scientist

This course provides a solid foundation for your career as a Computer Scientist. The focus on algorithms and data structures provides the necessary skills to contribute effectively to the development and maintenance of software systems.

See salaries and explore the career path for Computer Scientist

Data Analyst

Kickstart your journey as a Data Analyst with this comprehensive course that covers data structures, algorithms, and interview preparation. Understand data collection, processing, and analysis to extract valuable insights and drive informed decision-making.

See salaries and explore the career path for Data Analyst

Data Engineer

Excel as a Data Engineer with the knowledge gained from this comprehensive course. Develop your skills in data storage, management, and processing. The focus on data structures, algorithms, and big data concepts will empower you to design and implement efficient data pipelines.

See salaries and explore the career path for Data Engineer

Data Scientist

Unleash your potential as a Data Scientist with this course that covers the fundamentals of data analysis, machine learning, and statistical modeling. Master data structures and algorithms to process and analyze large datasets, enabling you to extract meaningful insights and make data-driven decisions.

See salaries and explore the career path for Data Scientist

Full-Stack Developer

Embark on your journey as a Full Stack Developer with this course that provides a strong foundation in Python programming, data structures, and algorithms. Build a comprehensive understanding of both front-end and back-end development, preparing you to create dynamic and user-friendly web applications.

See salaries and explore the career path for Full-Stack Developer

Machine Learning Engineer

Become a Machine Learning Engineer with this comprehensive course that covers machine learning algorithms, data structures, and statistical modeling. Gain a deep understanding of supervised and unsupervised learning techniques to develop and deploy predictive models, empowering you to solve complex real-world problems.

See salaries and explore the career path for Machine Learning Engineer

Mobile Developer

As a Mobile Developer, this course equips you with the skills to create and deploy mobile applications. Its focus on data structures, algorithms, and Python programming will provide the foundation you need to develop efficient and user-centric mobile apps.

See salaries and explore the career path for Mobile Developer

Product Manager

Launch your career as a Product Manager with this course. Gain an understanding of how software development processes work and the key role of data structures and algorithms in building scalable and efficient products. Learn to effectively manage and prioritize product features and requirements.

See salaries and explore the career path for Product Manager

Quantitative Analyst

Become a successful Quantitative Analyst by mastering the foundations of data analysis, probability, and statistics through this course. Develop expertise in financial modeling, risk management, and trading strategies. The focus on data structures and algorithms will empower you to handle and analyze large datasets efficiently.

See salaries and explore the career path for Quantitative Analyst

Research Scientist

Pursue a career as a Research Scientist with this course that provides a solid grounding in data analysis, algorithm design, and statistical modeling. Engage in groundbreaking research and contribute to the advancement of scientific knowledge by developing innovative solutions to complex problems.

See salaries and explore the career path for Research Scientist

Software Developer

Embark on your journey as a Software Developer with this course that covers the fundamentals of Python programming, data structures, and algorithms. Gain a comprehensive understanding of software development principles and best practices, empowering you to build robust and maintainable software applications.

See salaries and explore the career path for Software Developer

Software Engineer

Step into the role of a Software Engineer with this comprehensive course. It provides a solid foundation in data structures, algorithms, and Python programming, equipping you to design, develop, and maintain complex software systems. The focus on best practices and industry standards will prepare you for a successful career in software engineering.

See salaries and explore the career path for Software Engineer

Systems Analyst

Become a Systems Analyst with this course. Gain a deep understanding of how organizations leverage technology to achieve their goals. The focus on data structures, algorithms, and project management will enable you to analyze, design, and implement effective technology solutions, aligning with business requirements.

See salaries and explore the career path for Systems Analyst

Technical Program Manager

Excel as a Technical Program Manager by mastering the fundamentals of project management, software development, and agile methodologies through this course. Gain expertise in planning, executing, and delivering successful technology projects. The focus on data structures and algorithms will provide you with a strong foundation in technical concepts.

See salaries and explore the career path for Technical Program Manager