Here we’ll learn:
Python Data Science – Home
Data Science Python – Getting Started
Python Data Science – Environment Setup
Python Data Science – Pandas
Python Data Science – NumPy
Python Data Science – SciPy
Python Data Science – Matplotlib
Python – Data Operations
Python – Data Cleansing
Python – Processing CSV Data
Python – Processing JSON Data
Python – Processing XLS Data
Python – Relational Databases
Python – NoSQL Databases
Python – Date and Time
Python – Data Wrangling
Python – Data Aggregation
Python – Reading HTML Pages
Python – Processing Unstructured Data
Python – Word Tokenization
Python – Stemming and Lemmatization
Python – Chart Properties
Python – Chart Styling
Python – Box Plots
Python – Heat Maps
Python – Scatter Plots
Python – Bubble Charts
Python – 3D Charts
Python – Time Series
Python – Geographical Data
Python – Graph Data
Python – Measuring Central Tendency
Python – Measuring Variance
Python – Normal Distribution
Python – Binomial Distribution
Python – Poisson Distribution
Python – Bernoulli Distribution
Python – P-Value
Python – Correlation
Python – Chi-Square Test
Python – Linear Regression
