27 October files

Cohort 110 - Morning - (DA/DS - SB)

Link, Passcode & Updates Section

Introduction to Data Science and Overview

Introduction to BI and EXCEL Analytics

6 July

EXCEL -class Exercise

Python

Session data and Assignment -answer key-EXCEL

Python data types

Python Basics-Data types, variable, Operators,Conditional Statement,Loops

Python--1. Function & it's type 2. Lambda Function 3. Module-Math ,Random 4. Exceptional Error handling

Python--1.Pandas Library --Series, Dataframe, Basics of Statistics

1. Read the file in panda 2. Basic functions on the data 3. Preprocessing-Missing value treatment

1. Preprocessing on data 2. Data Type conversion- Replace, 1-Hot Encoding, Label Encoder 3. Duplicate checking 4. Library- Numpy

1) Numpy lib. 2)Exploratory Data Analysis 3) Introduction to Class Imbalance|

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