Lesson List

Getting Started

Python Intermediate

Statistics

Statistics Cont…

Data Exploration

Data Exploration Cont…

Data Visualization

1. Statistical Data Visualization using Seaborn & Matplotlib 2. Line plot 3. Countplot 4. Bar chart 5. Pairplot 6. Scatter plot 7. Histogram 8. Boxplot 9. Heatmap 10. Various other plotting techniques

Live Project

Data Analysis project

SQL

PowerBI

PowerQuery

Power BI Service

Machine Learning

Flask

Regression

Classification

Clustering

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Data Exploration

1. Exploratory data analysis using Pandas
2. Data Indexing and Selection
3. Operating on Dataframe
4. Concat and Append
5. Merge and Join
6. Aggregation and Grouping
7. Handling Missing Values
8. Handling Outliers
9. Working with Strings and Dates
10. Plotting Dataframe using Pandas

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