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Welcome to our comprehensive guide to Pandas for data analysis! This video is perfect for those who are new to data analysis and want to learn how to use the powerful Pandas library in Python.
In this tutorial, we'll cover the basics of Pandas, including data manipulation, cleaning, and analysis. You'll learn how to load datasets, perform essential operations, and visualize your data to gain insights. By the end of this video, you will have the basic skills needed to work with data effectively.
Below are the topics covered in this Pandas demo video
00:00 Pandas for data analysis
02:44 Pandas Data Analysis Demo
Link to dataset – https://drive.google.com/file/d/1h6EjZ_hgdN4v4F-0oocmdYZDwQ23l4Zw/view?uspsharing
Are pandas good for data analysis?
Pandas is an open-source Python library highly regarded for its data analysis and manipulation capabilities. It streamlines the processes of cleaning, modifying, modeling and organizing data to increase its understandability and gain valuable insights.
What are the advanced applications of pandas for data analysis?
Pandas provides several easy-to-use and efficient tools for loading, processing, cleaning, and analyzing large tabular data sets. Datasets with millions of records can be processed within minutes with Pandas.
Are pandas as good as SQL?
Pandas is best suited for data cleaning, preprocessing, and exploratory data analysis. It offers a wide range of functions for filtering, sorting, grouping and aggregating data. SQL, on the other hand, is best suited for data manipulation and aggregation.
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️ About Postgraduate Program in Data Analytics
This Data Analytics program is ideal for all working professionals and no prior programming knowledge is required. It covers topics such as data analysis, data visualization, regression techniques and deep supervised learning through our applied learning model with live sessions from leading practitioners and industry projects.
Most important features
– Post Graduate Program Certificate and Alumni Association Membership
– IBM exclusive hackathons and Ask me Anything sessions
– 8x higher live interaction in live online classes by industry experts
– Capstone of 3 domains and 14 data analysis projects with industrial datasets from Google PlayStore, Lyft, World Bank etc.
– Masterclasses taught by Purdue faculty and IBM experts
– Simplilearn's JobAssist can help you get noticed by the top recruitment companies
– Prepare CV and build LinkedIn profile
– 1:1 mock interview
– Career accelerator webinars
Skills covered
– Data analysis
– Statistical analysis using Excel
– Data analysis Python and R
– Data visualization tableau and Power BI
– Linear and logistic regression modules
– Clustering using kmeans
– Supervised learning
Learn more at: https://www.simplilearn.com/pgp-data-analytics-certification-training-course?utm_campaign23July2024PandasForDataAnalysis&utm_mediumDescription&utm_sourceyoutube
*Interested in attending live classes? Call us:* IN – 18002127688 / US – 18445327688
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