๐ ๐๐ฎ๐๐ถ๐ฐ ๐ฃ๐๐๐ต๐ผ๐ป ๐ฆ๐ธ๐ถ๐น๐น๐
- Data types: Lists, Dicts, Tuples, Sets
- Loops & conditionals (for, while, if-else)
- Functions & lambda expressions
- File handling (open, read, write)
๐ ๐๐ฎ๐๐ฎ ๐๐ป๐ฎ๐น๐๐๐ถ๐ ๐๐ถ๐๐ต ๐ฃ๐ฎ๐ป๐ฑ๐ฎ๐
-
read_csv, head(), info() - Filtering, sorting, and grouping data
- Handling missing values
- Merging & joining DataFrames
๐ ๐๐ฎ๐๐ฎ ๐ฉ๐ถ๐๐๐ฎ๐น๐ถ๐๐ฎ๐๐ถ๐ผ๐ป
- Matplotlib:
plot(), bar(), hist() - Seaborn:
heatmap(), pairplot(), boxplot() - Plot styling, titles, and legends
๐งฎ ๐ก๐๐บ๐ฃ๐ & ๐ ๐ฎ๐๐ต ๐ข๐ฝ๐ฒ๐ฟ๐ฎ๐๐ถ๐ผ๐ป
- Arrays and broadcasting
- Vectorized operations
- Basic statistics: mean, median, std
๐งฉ ๐๐ฎ๐๐ฎ ๐๐น๐ฒ๐ฎ๐ป๐ถ๐ป๐ด & ๐ฃ๐ฟ๐ฒ๐ฝ
- Remove duplicates, rename columns
- Apply functions row-wise or column-wise
- Convert data types, parse dates
โ๏ธ ๐๐ฑ๐๐ฎ๐ป๐ฐ๐ฒ๐ฑ ๐ฃ๐๐๐ต๐ผ๐ป ๐ง๐ถ๐ฝ๐
- List comprehensions
- Exception handling (try-except)
- Working with APIs (requests, json)
- Automating tasks with scripts
๐ผ ๐ฃ๐ฟ๐ฎ๐ฐ๐๐ถ๐ฐ๐ฎ๐น ๐ฆ๐ฐ๐ฒ๐ป๐ฎ๐ฟ๐ถ๐ผ๐
- Sales forecasting
- Web scraping for data
- Survey result analysis
- Excel automation with
openpyxl or xlsxwriter โ Must-Have Strengths:
- Data wrangling & preprocessing
- EDA (Exploratory Data Analysis)
- Writing clean, reusable code
- Extracting insights & telling stories with data
Python Programming Resources: https://whatsapp.com/channel/0029VaiM08SDuMRaGKd9Wv0L
๐ฌ Tap โค๏ธ for more!