NumPy
Learn NumPy, the foundation for all numeric and scientific computing in Python
What you should know
Course Content
Course length
5.5 hours
Number of lessons
74
Training materials
25 PDFs + Jupyter notebooks
Coding exercises
About the Course
Python is the most population language for data science — which seems weird, given that it’s a high-level, dynamic language whose performance doesn’t come even close to that of C. How can it be, that such a language is so popular for working with data?
The answer: NumPy, a library that gives you the best of both worlds, combining the speed of C with the friendliness of Python.
This course introduces you to NumPy, giving you the conceptual and syntactic background you need to successfully start working with Python in the world of data.
If you want to use Python for working with data, then you need to learn NumPy. This course will teach it to you, with the same techniques and exercises I’ve been using at Fortune 500 companies for more than two decades.
What you’ll learn
- What are NumPy arrays? How are they different from Python lists?
- Creating arrays
- Retrieving from arrays
- Common methods and calculations
- Reading from, and writing to files
- Broadcasting operations
- Choosing dtypes
- Boolean indexing
- Multi-dimensional arrays
- Plotting with Matplotlib
Preview The Course
Instructor
This course, like all others on LernerPython.com, is taught by Reuven Lerner.
Pricing
100% Money Back Guarantee
I’m a one-person company dedicatedto 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.
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LernerPython
$400
per user / year
- Unlimited access to all Python, Git, Regexp courses
- Members-only forums
- Python office hours, private lectures
LernerPython + Data
$500
per user / year
- Everything in Lerner Python Level
- Unlimited access to NumPy, Pandas, and SQL courses
- Pandas office hours and private lectures
- Bamboo Weekly Subscription ($100 Annual Value)