Analysing Tabular Data with Pandas | Data Analysis with Python (4/6) | Free Certification
💻 For real-time updates on events, connections & resources, join our community on WhatsApp: https://jvn.io/wTBMmV0 Retrieving and Analysing Tabular Data with Pandas and performing operations like querying, sorting, grouping, aggregation etc on them. This lecture is Part 4/6 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 course. Time Breaks 00:00 Introduction 02:19 Analyzing Tabular Data with Pandas 15:09 Retrieving Data from a Data Frame 30:51 Analysing Data from Data Frames 35:19 Querying and Sorting Rows 52:30 Working with dates 1:01:08 Grouping and Aggregation 1:11:03 Merging Data from Multiple Sources 1:17:48 Writing Data back to files 1:28:46 Basic Plotting with Pandas 1:38:31 Assignment 3 - Pandas Practice 1:53:45 What to do next? 1:55:51 Jovian Data Science Mentorship Program Links to the resources used in this lecture: 🔗 Analyzing tabular data with Pandas: https://jovian.ai/aakashns/python-pandas-data-analysis 🔗 Assignment 3 - Pandas Practice: https://jovian.ai/learn/data-analysis-with-python-zero-to-pandas/assignment/assignment-3-pandas-practice 🔗 100 Numpy exercises: https://jovian.ai/aakashns/100-numpy-exercises 🔗 Discussion forum: https://jovian.ai/forum/t/lecture-4-analyzing-tabular-data-with-pandas/11224 Topics covered: ⌨️ Reading and writing CSV data with Pandas ⌨️ Querying, filtering and sorting data frames ⌨️ Grouping and aggregation for data summarization ⌨️ Merging and joining data from multiple sources 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
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