Name: Data Science Kickstart: 30-Day Course
SKU: 1602
Availability: InStock

Data Science Kickstart: 30-Day Course

Target Audience: Individuals with basic Python knowledge interested in data analysis.
Goal: Learn the initial steps of the Data Science workflow using essential Python libraries.

Days	Content Title	Key Concepts Covered
Days 1-7	Tools & Data Handling	Python/Jupyter Notebook Setup, Introduction to NumPy (Array creation, indexing, operations), Introduction to Pandas (DataFrames, Series).
Days 8-14	Data Cleaning & Preprocessing	Loading data, Handling missing values, Data filtering and selection, Grouping and Aggregation.
Days 15-21	Data Visualization	Introduction to Matplotlib and Seaborn, Creating basic plots (Bar, Line, Scatter, Histograms), Telling stories with data.
Days 22-30	Basic Statistics & Project	Descriptive Statistics, Introduction to Linear Regression (Conceptual), Final Project: Exploratory Data Analysis (EDA) on a public dataset (e.g., Titanic or Iris).