EDA | JNTU_HYD_OFF | 414 | MC2508071130B_QDT
FREE
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Course Overview
Schedule of Classes
Start Date & End Date
Sep 15 2025 - Sep 22 2025
Total Classes
28 Classes
Course Curriculum
1 Subject
EDA | JNTU_HYD_OFF | 414 | MC2508071130B_QDT
8 Exercises • 29 Learning Materials
EDA Using Python
7th Aug
8th aug
13th aug
14th Aug
18th Aug_numpy_delete_reshape_ravel_flatten_transpose_concat_stack_column_stack
19th Aug_numpy_splitting_sorting_argsort_broadcasting_where_any
Complete Numpy classroom files
20th August_Introduction to Pandas Series
21st August Pandas DataFrame Complete
Pandas Datasets
22 Aug_Pandas Plotting_Pandas Task Pandas file formats.mp4
25th August_Pandas file formats_readcsv parameters_Exporting as csv_excel formats duplicates
26th Aug_Pandas removing duplicates and Data Exploration using various methods
29 Aug_Converting data types of columns using pandas_ Indexing and filtering dataframe columns
Employee Dataset
01 Sep loc and iloc_indexing selection and slicing
02 Sep Statistical correlation and filtering of data frames using pandas
03 Sep Introduction to groupby and case study on groupby
04 Sep_Groupby_crosstab_pivot table
05th Sep_Missing values Detection and Handling
08th Sep_Filling missing values using fillna and Mean_Median fill values ffill and bfill
Employees Dataset
09th Sep EDA with missing values on employees Dataset
10th Sep Basic EDA on titanic Apply and map in pandas_Introduction to Outliers
11th Sep Outliers Detection and treatment_String Methods
Titanic Dataset
12th Sep EDA Case study with Titanic Dataset
15th Sep Titanic Case study Cross tab_Date time methods and pandas string method expand
16th Sep Pandas join theory and pandas merge complete
Daily Task
Numpy Task 1
Numpy Task 2
Numpy Task 3
Pandas Task 1
Pandas Task 2
Pandas Task 3
Quiz
Numpy Quiz
Pandas Quiz - 1
Course Instructor
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Innomatics Research Labs
508 Courses • 23669 Students
DS Mentor
235 Courses • 6305 Students
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