Course Content
Python: (Week 1 & 2)
Python Fundamentals
Pandas
Numpy
Matplotlib
Statistics and Probability: (Week 3)
Mean, Median, Mode
Variability and Spread
Probability Distributions
Z-Score
Confidence Interval, Hypothesis Testing
T-test, Correlation and Covariance
SQL: (Week 5,6 & 7)
SQL Commands:
Selecting & Retrieving Data
Filtering, Sorting and Calculating Data
Aggregate and Group by
Subqueries and Joins
Modifying Data
Data Analysis Using SQL:
Data Analysis and Insights Using SQL
Advanced Excel: (Week 8)
PowerBI: (Week 9 & 10)
Data Analytics Projects Discussion : (Week 11)
Conversion Funnel in E-commerce
Fraud Detection using Descriptive Analytics
A/B Testing for Product Launch
Career Guidance : (Week 12)
Resume Evaluation
1:1 Doubt Clearance
Self-Learning Plan
Mock Interviews
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