Udacity Programming Courses

Udacity provides tech courses focused on teaching practical and employable skills as well as providing comprehensive career help. Think of it as a one-stop shop to get you into the job you want.

There are now over 100,000 Udacity graduates worldwide, helped on their path by over 200 course creators.

Courses or "Nanodegree programs" are spread across seven schools:

  • Data Science
  • Artificial Intelligence
  • Programming
  • Autonomous Systems
  • Cloud Computing
  • Business
  • Career

There are now around 60 courses including many cutting-edge subjects. I have chosen a few here to review in detail but please check out the full list of Udacity courses.


Introduction to Programming

Whatever career path you are interested in, or even if you are not yet sure, a grounding in the basics is a good first step. This course provides just that, focusing on HTML, CSS and JavaScript, the three core languages of web development, and Python, the hottest language of our times used for everything including the most advanced AI and machine learning projects.

Course objectives and benefits include:

  • Think & solve problems like a programmer
  • Build a complete foundation for web development
  • Establish good habits & avoid “newbie” mistakes
  • Get help from qualified mentors when you need it 24/7
  • Join a thriving private student community
  • Build real, working projects (and get real feedback)

The course is spread over 5 modules:

  • Introduction to HTML & The World Wide Web
  • Styling Web Content with CSS
  • Build Your First Program with Python
  • Introduction to JavaScript and the DOM
  • Prepare For Your Ideal Coding Career

This course covers a 4-month term at $359/month but Udacity typically run promotions with 1 month free and/or a discount if you sign up for the full term, and of course you get a certification on completion.

Full details of the Introduction to Programming course


SQL

I am a bit of an SQL geek and have often noticed that otherwise excellent programmers are very weak when it comes to knowledge of SQL. So if you work with relational databases in any capacity it is worth ensuring you have at least a working level of competence in SQL as provided by this course.

This course typically takes 2 months to complete if you study for 10 hours/week.

Full details of the SQL course


Front End Web Developer

If you have a basic knowledge of HTML, CSS and JavaScript (for example if you completed the Introduction to Programming course detailed above) you might like to progress to becomong a front-end web developer.

This course covers:

  • CSS & Website Layout
  • JavaScript and the DOM
  • Web APIs and Asynchronous Applications
  • Build Tools, Webpack, and Service Worker

The course typically takes 4 months to complete at 5-10 hours/week.

Full details of the Front End Web Developer course


Data Structures and Algorithms

This is the classic Computer Science subject at the heart of any development project, and also the favorite of interviewers everywhere!

If you have a working knowledge of Python and know a bit of algebra then this is a good next step on your learning path.

The course takes around 4 months to complete and consists of 4 modules:

  • Welcome
  • Data Structures
  • Basic Algorithms
  • Advanced Algorithms

Full details of the Data Structures and Algorithms course


Programming for Data Science with Python

This is it, the hot topic of our age. The course consists of 3 modules which overall will take around 3 months to complete. The modules are:

  • Introduction to SQL & Relational Data
  • From Zero to Scripting with Python
  • Manage Your Code with Git & Version Control

Full details of the Programming for Data Science with Python course


AI Programming with Python

AI, or artificial intelligence, has been around since the 1950s but has only really taken off in recent years. It is now, like data science, a hot topic everyone is keen to get into.

This course covers the essential foundations of AI: the programming tools:

  • Python
  • NumPy
  • PyTorch

the math:

  • Calculus
  • Linear algebra

and the key techniques of neural networks:

  • Gradient descent
  • Backpropagation

The course takes around 3 months to complete and consists of 5 modules:

  • Introduction to Python
  • Jupyter Notebooks, NumPy, Anaconda, pandas, and Matplotlib
  • Linear Algebra Essentials
  • Calculus Essentials
  • Neural Networks

Full details of the AI Programming with Python course


Applying to Jobs

I mentioned that Udacity also provide resources for progressing your career, perhaps the most difficult part of your journey through the tech industry.

I'll therefore finish off with a look at two of these, the first being Applying to Jobs. There are actually three courses in this category...

  • Strengthen Your LinkedIn Network & Brand
  • Refresh your Resume
  • Craft your Cover Letter

...and they are all free!

Full details of the Applying to Jobs courses


Interviewing

There are no less than 10 courses in the Interviewing category, again all completely free.

  • Product Manager Interview Preparation
  • Machine Learning Interview Preparation
  • Data Structures and Algorithms in Swift
  • IOS Interview Prep
  • Android Interview Prep
  • Front-End Interview Prep
  • VR Interview Prep
  • Full-Stack Interview Prep
  • Intro to Data Structures and Algorithms
  • Data Science Interview Prep

Full details of the Interviewing course


I have reviewed a small selection of the courses Udacity provide based on what I believe will be of most interest to readers of this site.

However, there are around 60 in total including subjects such as Blockchain, Computer Vision and Flying Car!

Check out the full list of Udacity courses here.