Advanced Python data structures
Python is the most popular language for data analytics — and that’s all thanks to NumPy and Pandas. In this bundle, you’ll get my courses on these subjects, allowing you to perform lightning-fast calculations with the ease of Python.
This Course Is Perfect For
- Beginning developers ready to learn Python
- Advanced Developers looking to solidify their core skills
- Companies and teams wanting more productivity
- Companies and teams wanting more productivity
What you should know
Course Content
Course length
21.5 Hours
Number of lessons
226
Training materials
60 PDF
Coding exercises
30
About the Course
These are the same courses I’ve been giving to programmers and data scientists at Fortune 500 companies for two decades. You’ll not only learn the syntax, but the theory behind the syntax — allowing you to continue learning to use these powerful tools long after the course is done.
Of course, Python doesn’t exist in a vacuum; we often work with databases to store and retrieve our information. You’ll also get my intro to SQL, the lingua franca of the database world.
f you’ve always wanted to join the data revolution, but haven’t known where to start, then look no further!
What you’ll learn
- Use NumPy arrays for fast and efficient calculations
- Store and retrieve data in a variety of formats
- Clean your data from bad and missing values
- Create series and data frames in Pandas
- Choose appropriate data types for optimal speed and memory use
- Select only those parts of your data that are most important and necessary
Preview The Course
Instructor
Reuven is a full-time Python trainer. In a given year, he teaches courses at companies in the United States, Europe, Israel, India, and China — as well as to people around the world, via his online courses.
Reuven created one of the first 100 Web sites in the world just after graduating from MIT’s computer science department. He opened Lerner Consulting in 1995, and has been offering training services since 1996.
In 2020, Reuven published “Python Workout,” a collection of Python exercises with extensive explanations, published by Manning. He’s currently finishing edits on “Pandas Workout,” a similar collection of exercises using the “Pandas” library for data analytics.
Reuven’s free, weekly “Better developers” newsletter, about Python and software engineering, is read by more than 30,000 developers around the globe. His “Trainer weekly” newsletter is popular among people who give corporate training.
Reuven’s most recent venture is Bamboo Weekly: Every Wednesday, he presents a problem based on current events, using a public data set. And every Thursday, he shared detailed solutions to those problems using Pandas.
Reuven’s monthly column appeared in Linux Journal from 1996 until the magazine’s demise in 2019. He was also a panelist on both the Business of Freelancing and Freelancers Show podcasts.
Reuven has a bachelor’s degree in computer science and engineering from MIT, and a PhD in learning sciences from Northwestern University. He lives in Modi’in, Israel with his wife and three children.
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100% Money Back Guarantee
I’m a one-person company dedicated to improving your career via Python and related technologies. If you haven’t gotten value from any of my courses, then just tell me — and I’ll refund your money.
LernerPython
$40
per user / month
- Everything in Lerner Python Level
- Unlimited access to NumPy, Pandas, and SQL courses
- Office hours and private events
- Bamboo Weekly Subscription ($100 Annual Value)
LernerPython + Data
$50
per user / month
- Unlimited access to all Python, Git, Regexp courses
- Members-only forums
- Python office hours, private events
- Special Events & Training
LernerPython
$384
per user / year
- Everything in Lerner Python Level
- Unlimited access to NumPy, Pandas, and SQL courses
- Office hours and private events
- Bamboo Weekly Subscription ($100 Annual Value)
LernerPython + Data
$480
per user / year
- Unlimited access to all Python, Git, Regexp courses
- Members-only forums
- Python office hours, private events
- Special Events & Training