AI Sciences

About the Tutor and AI Sciences

Introduction To Instructor

Focus of the Course

Content of the Course

Introduction to Strings

MultiLine Strings

Indexing Strings

Indexing Strings quiz

Indexing Strings Solution

String Methods

String Methods Quiz

String Methods Solution

String Escape and Sequences

String Escape Sequences Quiz

String Escape Sequences Solution

Introduction to Data Structure

Data Structures-Defining and Indexing

Data Structures-Insertion and Deletion

Data Structures-insertion And Deletion Quiz

Data Structures-insertion And Deletion Solution

Data Structures-Insertion and Deletion Python Practice

Data Structures-insertion And Deletion python Practice Quiz

Data Structures insertion And Deletion python Practice Solution

Data Structures-Deep Copy or Reference and Slicing

Data Structures-Deep Copy Or Reference Slicing Quiz

Data Structures-Deep Copy Or Reference Slicing Solution

Data Structures-Exploring Methods Using TAB Completion

Data Structures-Abstract Ways

Data Structures-Problem Solving Practice

Data Structures Problem Solving practice Quiz

Data Structures-Problem Solving practice Solution

Introduction to NumPy

Numpy Dimensions

NumPy Shape, Size and Bytes

NumPy Arange and Random Package

Numpy Arange Random Package Quiz

Numpy Arange Random Package Solution

NumPy Random Reshape

NumPy Slicing Combined

Numpy Slicing Combined Quiz

Numpy Slicing Combined Solution

NumPy Masking

Numpy Masking Quiz

Numpy Masking Solution

NumPy BroadCasting and Concatination

NumPy Ufuncs and SpeedTest

Ufuncs Add, Sum and Plus Operators

Ufuncs Subtract Power Mod

Ufuncs Comparisons Logical Operators

Ufuncs Comparisons Logical Operators Quiz

Ufuncs Comparisons Logical Operators Solution

Ufuncs Output Argument

NumPy Playing with Images

Numpy Playing With Images Quiz

Numpy Playing With Images Solution

NumPy KNN Classifier fromScratch

NumPy Structured Arrays

Numpy Structured Arrays Quiz

Numpy Structured Arrays Solution

Introduction to Pandas

Pandas Series

Pandas DataFrame

Pandas DataFrame Quiz

Pandas DataFrame Solution

Pandas Missing Values

Pandas Loc Iloc

Pandas in Practice

Pandas Group by

Pandas Group by Quiz

Pandas Group by Solution

Hierarchical Indexing

Pandas Rolling

Pandas Rolling Quiz

Pandas Rolling Solution

Pandas Where

Pandas Clip

Pandas Clip Quiz

Pandas Clip Solution

Pandas Merge

Pandas Merge Quiz

Pandas Merge Solution

Pandas Pivot Table

Pandas Strings

Pandas DateTime

Pandas Hands On COVID19 Data

Pandas Hands On COVID19 Data Bug Fixed

Introduction to Matplotlib

Matplotlib Multiple Plots

Matplotlib Colors and Styles

Matplotlib Colors and Styles Quiz

Matplotlib Colors and Styles Solution

Matplotlib Colors and Styles Shortcuts

Matplotlib Axis Limits

Matplotlib Axis Limits Quiz

Matplotlib Axis Limits Solution

Matplotlib Legends Labels

Matplotlib Set Function

Matplotlib Set Function Quiz

Matplotlib Set Function Solution

Matplotlib Markers

Matplotlib Markers Randomplots

Matplotlib Scatter Plot

Matplotlib Contour Plot

Matplotlib Contour Plot Quiz

Matplotlib Contour Plot Solution

Matplotlib Histograms

Matplotlib Subplots

Matplotlib Subplots Quiz

Matplotlib Subplots Solution

Matplotlib 3D Introduction

Matplotlib 3D Scatter Plots

Matplotlib 3D Scatter Plot Quiz

Matplotlib 3D Scatter Plot Solution

Matplotlib 3D Surface Plots