Artificial Intelligence with Python Prerequisites: Participants must have basic knowledge of any programming language

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Artificial Intelligence with Python

 Creating Vectors  Indexing, Data Processing using Arrays  Mathematical computing basics
Selection and Filtering  Combining and Merging Data Frames  Removing Duplicates String Manipulation
Introduction to Visualization  Visualization Importance  Working with Python visualization libraries  Matplotlib

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Data Science Overview

Data Analysis & Data Manipulation in Python

 Intro to Numpy Arrays

 Creating Arrays

 Creating Matrices

 Creating Vectors

 Indexing, Data Processing using Arrays

 Mathematical computing basics

 Basic statistics

 File Input and Output

 Getting Started with Pandas
 Data Acquisition (Import & Export)

 Selection and Filtering

 Combining and Merging Data Frames

 Removing Duplicates & String Manipulation

Understanding the Machine Learning Libraries

 Numpy

 Pandas

Visualization in Python

 Introduction to Visualization

 Visualization Importance

 Working with Python visualization libraries

 Matplotlib

 Creating Line Plots, Bar Charts, Pie Charts, Histograms, Scatter Plots

A.I. & MACHINE LEARNING Introduction

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