Numerical Computing with Numpy | Data Analysis with Python (3/6) | Free Certification

💻 For real-time updates on events, connections & resources, join our community on WhatsApp: https://jovian.com/whatsapp Numerical Computing with Numpy & Working and operating on files with Python. This lecture is Part 3/6 of the Data Analysis with Python Free Certification Course. Visit https://jovian.ai/learn/data-analysis-with-python-zero-to-pandas for the detailed structure of this lecture. Time Breaks 00:00 - Course Introduction 02:52 - Numerical Computing with Numpy 11:23 - From Python Lists to Numpy Arrays 14:26 - Operating on Numpy Arrays 16:17 - Benefits of Numpy Arrays 19:59 - Multidimensional Numpy Arrays 50:11 - Array Indexing and Slicing 58:30 - Creating Numpy Arrays (Alternative method) 1:04:33 - Exercises and Further Reading 1:07:33 - Assignment 2 - Numpy Array Operations 1:13:40 - Jovian Forum 1:16:36 - 100 Numpy Exercises 1:18:56 - Reading from and Writing to Files using Python 1:51:19 - What to do next? 1:52:58 - Mentorship Program Links to resources used in the lecture 🔗 Numerical computing with Numpy: https://jovian.ai/aakashns/python-numerical-computing-with-numpy 🔗 100 Numpy exercises: https://jovian.ai/aakashns/100-numpy-exercises 🔗 Working with OS & files: https://jovian.ai/aakashns/python-os-and-filesystem 🔗 Assignment 2 - Numpy Array Operations: https://jovian.ai/learn/data-analysis-with-python-zero-to-pandas/assignment/assignment-2-numpy-array-operations 🔗 Discussion forum: https://jovian.ai/forum/t/lecture-3-numerical-computing-with-python-numpy/10593 Topics covered ⌨️ Going from Python lists to Numpy arrays ⌨️ Working with multi-dimensional arrays ⌨️ Array operations, slicing and broadcasting ⌨️ Working with CSV data files Data Analysis with Python: Zero to Pandas, a self-based course offered by Jovian and is a practical, beginner-friendly, and coding-focused introduction to data analysis covering the basics of Python, Numpy, Pandas, data visualization and exploratory data analysis for beginners. All projects and assignments as part of this course can be executed on interactive Jupyter notebooks running on the cloud. You can learn more and register for a Free Certificate of Accomplishment at http://zerotopandas.com. This course is taught by Aakash N S, co-founder & CEO of Jovian - a platform for sharing, showcasing and collaborating on data science projects online -- Learn Data Science the right way at https://www.jovian.ai Interact with a global community of like-minded learners https://jovian.ai/forum/ Get the latest news and updates on Machine Learning at https://twitter.com/jovianml Connect with us professionally on https://linkedin.com/company/jovianml Subscribe for new videos on Artificial Intelligence https://youtube.com/jovianml