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Course Overview
Schedule of Classes
Start Date & End Date
Apr 01 2025 - Apr 25 2025
Total Classes
35 Classes
Course Curriculum
1 Subject
EDA Using Python | Pune | M0100371
13 Exercises • 30 Learning Materials
EDA Using Python
Numpy_Day1
Pandas Series
Series and Dataframes
Practice assessment on Dataframes
Subset and Duplicates
3rd March - "Introduction to Numpy and Operations "
5th March - Numpy functions
7th March - "Introduction to Pandas "
10th March - "Data Structures in Pandas "
11th March - "Read csv and excel file "
12th March - Subset Dataframe and Duplicates in Pandas
Data Exploration
13th March - Data Exploration in Pandas
14th March - "Series in pandas "
Central tendancies and spread of data
Numpy_Descriptive_stats
series_and_dataframe_Basics
concatenation_merging_duplicates_handling
dealing_with_categorical_data
Dealing_with_outliers
17th March - "Numpy functions for central tendancy, measure of spread , measure of asymetry "
18th March - "Inserting Rows, Creating Columns, Renaming and Type Casting "
20th March -
19th March - "Pandas revision, Merging, dealing with categories "
21st March - Concatenation and Merging
25th March - "Continuation of Concatenation "
26th March - "Outliers and Z-score in Data "
Assignments
Data Analysis - Numpy
Data Analysis - Pandas
Data Analysis - Visualization
data_types
Daily Tasks
Task 1- Numpy
Task 2 - Numpy I
Task 3 - Creating the DataFrames
Task 4- Converting Dataframe from one format to another format
Task 5- Descriptive stats in Numpy, Array broadcasting, set operations
Task 6- Handling Missing Values
Task 7- GroupBy
Task 8- Joins
Task 9- Visualization Theory
Task 10 - Visualization plotting
Regular Expression
1_april_Introduction_to_regex
2nd_3rd_april_implementing_regex
Course Instructor
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Innomatics Research Labs
490 Courses • 54878 Students
Trainer
226 Courses • 18214 Students
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