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Conditional Statements and Exception Handling in Python.

File Handling Operations, Packages and Modules.

Introduction to Python with respect to Data Science and Machine Learning. www.perceptrons.ai/

Object Oriented Programming Concepts in Python.

Loops and Iterations in Python.

Introduction to Jupyter Notebooks and Spyder. Writing your first code in python. perceptrons.ai

Functions in Python Programming Language.

Python Basic Programming

Python for Data Science - Pandas

Web Scraping - Amazon E-commerce Case Study

Linear Algebra - Matrix - Essential Math for Machine Learning

Data Visualization using Python Seaborn

Multivariate Calculus

Systems of Linear Equations.

NumPy - Numerical Python.

Data Visualization using Matplotlib.

Web Scraping in Python using BeautifulSoup package.

Introduction to Computational Mathematics and Linear Algebra.

Statistics - Covariance And Correlation

Probability Theory - Essential Math for Machine Learning

Statistics - Central Limit Theorem

Introduction to Statistics - Data Science and Machine Learning

Statistics - Sampling Techniques

Statistics - Outliers

Frequency Tables

Descriptive Statistics - Measures

Statistics - Empirical Rule and Z Score

Statistics - Introduction to Hypothesis Testing

Statistics - Chi Square test