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Course Overview

Schedule of Classes

Course Curriculum

10 Subjects

Python Assignments

96 Exercises

Python Basic Assignment

Python Identifiers Assignment

Exercise

Python Basic Operators

Exercise

Python Core Data Types

Exercise

Python Numeric Types

Exercise

Python Precedence and Associativity

Exercise

Python Bitwise

Exercise

Python Boolean Assignment

Exercise

Python Formatting

Exercise

Python Loop Assignment

Python Loop Assignment 1

Exercise

Python Loop Assignment 2

Exercise

Python Loop Assignment 3

Exercise

Python Loop Assignment 4

Exercise

Python Loop Assignment 5

Exercise

Python Loop Assignment 6

Exercise

Python String Assignment

Python Strings Assignment 1

Exercise

Python Strings Assignment 2

Exercise

Python Strings Assignment 3

Exercise

Python Strings Assignment 4

Exercise

Python Strings Assignment 5

Exercise

Python Strings Assignment 6

Exercise

Python Strings Assignment 7

Exercise

Python Strings Assignment 8

Exercise

Python Strings Assignment 9

Exercise

Python Strings Assignment 10

Exercise

Python String Assignment 11

Exercise

Python String Assignment 12

Exercise

Python String Assignment 13

Exercise

Python List Assignment

Python List Assignment 1

Exercise

Python List Assignment 2

Exercise

Python List Assignment 3

Exercise

Python List Assignment 4

Exercise

Python List Assignment 5

Exercise

Python List Assignment 6

Exercise

Python List Assignment 7

Exercise

Python List Comprehension Assignment

Python List Comprehension Assignment 1

Exercise

Python List Comprehension Assignment 2

Exercise

Python List Comprehension Assignment 3

Exercise

Python List Comprehension Assignment 4

Exercise

Python Tuple Assignment

Python Tuple Assignment 1

Exercise

Python Tuple Assignment 2

Exercise

Python Tuple Assignment 3

Exercise

Python Sets Assignment

Python Sets Assignment 1

Exercise

Python Sets Assignment 2

Exercise

Python Sets Assignment 3

Exercise

Python Sets Assignment 4

Exercise

Python Sets Assignment 5

Exercise

Python Dictionary Assignment

Python Dictionary Assignment 1

Exercise

Python Dictionary Assignment 2

Exercise

Python Dictionary Assignment 3

Exercise

Python Dictionary Assignment 4

Exercise

Python Built-in Functions Assignment

Python Built-in Functions Assignment 1

Exercise

Python Built-in Functions Assignment 2

Exercise

Python Built-in Functions Assignment 3

Exercise

Python Function Assignment

Python Function Assignment 1

Exercise

Python Function Assignment 2

Exercise

Python Function Assignment - 3

Exercise

Python Function Assignment - 4

Exercise

Python Argument Parsing

Python Argument Parsing 1

Exercise

Python Argument Parsing 2

Exercise

Python Global vs Local Variables 1

Exercise

Python Global vs Local Variables 2

Exercise

Python Recursion

Exercise

Python Shallow copy vs Deep copy

Exercise

Python Mapping Functions

Python Mapping Functions Assignment - 1

Exercise

Python Mapping Functions Assignment -2

Exercise

Python Mapping Functions Assignment -3

Exercise

Python Mapping Functions 4

Exercise

Python Modules

Python Modules

Exercise

Python Math 1

Exercise

Python Math 2

Exercise

Python Math 3

Exercise

Python Datetime Module 1

Exercise

Python Datetime Module 2

Exercise

Python Sys Module

Exercise

Python Operating System

Exercise

Python Pickle Module

Exercise

Python Regular Expressions Assignment

Python Regular Expressions Assignment 1

Exercise

Python Regular Expressions Assignment 2

Exercise

Python Regular Expressions Assignment 3

Exercise

Python Regular Expressions Assignment 4

Exercise

Python Regular Expressions Assignment 5

Exercise

Python Regular Expressions Assignment 6

Exercise

Python Files Assignment

Python Files Assignment 1

Exercise

Python Files Assignment 2

Exercise

Python Files Assignment 3

Exercise

Python Files Assignment 4

Exercise

Python Files Assignment 5

Exercise

Python Exception Handling

Python Exception Handling 1

Exercise

Python Exception Handling 2

Exercise

Python Exception Handling 3

Exercise

Python NumPy

NumPy Assignment 1

Exercise

NumPy Assignment 2

Exercise

Python Pandas

Python Pandas Assignment 1

Exercise

Python Pandas Assignment 2

Exercise

SciPy

Python SciPy Assignment 1

Exercise

Python SciPy Assignment 2

Exercise

Python Demo

Statistics Assignments

45 Exercises

Statistics Introduction

Statistics Introduction 1

Exercise

Statistics Introduction 2

Exercise

Analysis of statistical data

Exercise

Skewness and Kurtosis

Exercise

Statistics Problems

Measures of statistical data

Exercise

Permutations, Combinations And Probability

Exercise

Random Variables And Distribution Functions

Exercise

T-test

Exercise

Hypothesis Testing

Exercise

Box Plot and Whisker Plot

Exercise

Central Tendency

Exercise

Standard Deviation

Exercise

Variance

Exercise

Statistics Assignments

Statistic Assignment 1

Exercise

Statistic Assignment 2

Exercise

Statistics Assignment 3

Exercise

Statistics Assignment 4

Exercise

Statistics Assignment 5

Exercise

Statistics Assignment 6

Exercise

Statistics Assignment 7

Exercise

Data Visualization

Data Visualization 1

Exercise

Data Visualization 2

Exercise

Data Visualization 3

Exercise

Probability

Probability 1

Exercise

Probability 2

Exercise

Probability 3

Exercise

Probability 4

Exercise

Probability 5

Exercise

Sampling

Sampling 1

Exercise

Sampling Assignment -2

Exercise

Sampling -3

Exercise

Sampling-4

Exercise

Sampling-5

Exercise

Sampling-6

Exercise

Hypothesis

Hypothesis-1

Exercise

Hypothesis-2

Exercise

Hypothesis-3

Exercise

Hypothesis-4

Exercise

Hypothesis -5

Exercise

Hypothesis-6

Exercise

Correlation/Regression

Correlation/Regression 1

Exercise

Correlation/Regression 2

Exercise

Correlation/Regression 3

Exercise

Correlation/Regression 4

Exercise

Correlation/Regression 5

Exercise

Machine Learning assignments

29 Exercises1 Learning Materials

Basics of Data

Basics of Data 1

Exercise

Data Manipulation Using NumPy Assignment 1

Exercise

Data Manipulation Using NumPy Assignment 2

Exercise

Pandas Data Structure

Exercise

Data Manipulation Using Pandas Assignment 1

Exercise

Data Manipulation Using Pandas Assignment 2

Exercise

Data Manipulation Using Pandas Assignment 3

Exercise

Dummy Assignment

Assignment

Data Mining

Data Mining Assignment 1

Exercise

Data Mining Assignment 2

Exercise

Data Visualization

Data Visualization Assignment 1

Exercise

Data Visualization Assignment 2

Exercise

Plotting in Python

Exercise

Machine Learning Introduction

Machine Learning Models Model Based Prediction

Exercise

Predicting with Regression

Exercise

Cross Validation

Exercise

Prediction Motivation

Exercise

Binary and Count Outcomes

Exercise

Residual Variation and Multivariate

Exercise

Introduction to Regression Models

Exercise

Statistical Inference Concepts

Exercise

Common Distributions

Exercise

Probability and Statistics

Exercise

Introduction to Statistical Inference

Exercise

Exploratory Graphs

Exercise

Clustering

Exercise

Plotting Systems

Exercise

Regular Expressions and Text Variables

Exercise

Summarizing and Merging Data

Exercise

drive link

MySQL Assignments

27 Exercises

My SQL

My SQL Assignment 1

Exercise

My SQL Assignment -2

Exercise

My SQL Assignment -3

Exercise

MySQL Assignment- 4

Exercise

My SQL Assignment -5

Exercise

My SQL Assignment -6

Exercise

My SQL Assignment -7

Exercise

My SQL Assignment -8

Exercise

My SQL Assignment -9

Exercise

My SQL Assignment -10

Exercise

My SQL Assignment -11

Exercise

My SQL Assignment - 12

Exercise

My SQL Assignment -13

Exercise

My SQL Assignment -14

Exercise

My SQL Assignment -15

Exercise

MySQL Assignments -16

Exercise

MySQL Assignments -17

Exercise

MySQL Assignments -18

Exercise

MySQL Assignments -19

Exercise

MySQL Assignments - 20

Exercise

MySQL Assignments -21

Exercise

MySQL Assignments -22

Exercise

MySQL Assignments -23

Exercise

MySQL Assignments -24

Exercise

MongoDB

MongoDB Assignment 1

Exercise

MongoDB Assignment 2

Exercise

MongoDB Assignment 3

Exercise

Tableau Assignments

5 Exercises

Tableau Assignments 1

Tableau Assignments 1

Exercise

Tableau Assignments 2

Tableau Assignments 2

Exercise

Tableau Assignments 3

Tableau Assignments 3

Exercise

Tableau Assignments 4

Tableau Assignments 4

Exercise

Tableau Assignments 5

Tableau Assignments 5

Exercise

Power Bi Assignments

5 Exercises

Power Bi Assignments 1

Question Set-1

Exercise

Power Bi Assignments 2

Question Set -2

Exercise

Power Bi Assignments 3

Question Set-3

Exercise

Power Bi Assignments 4

Question Set-4

Exercise

Power Bi Assignments 5

Question Set-5

Exercise

Deep Learning Assignments

7 Exercises

Deep Learning Assignments

Deep Learning Assignments -1

Exercise

Deep Learning Assignments 2

Exercise

Deep Learning Assignments - 3

Exercise

Tensor Flow

Tensor Flow Assignments 1

Exercise

Tensor Flow Assignments 2

Exercise

Tensor Flow Assignments 3

Exercise

Keras

Keras Assignment 1

Exercise

Neural Networks Assignments

21 Exercises

Introduction

Neural Networks Introduction

Exercise

Basics of Artificial Neural Networks

Neural Networks Characteristics-1

Exercise

Neural Networks Characteristics-2

Exercise

Neural Networks Characteristics-3

Exercise

Neural Networks-History

Exercise

Neural Networks-Terminology

Exercise

Neural Network–Models – 1

Exercise

Neural Network–Models – 2

Exercise

Neural Network–Topology

Exercise

Neural Network – Learning – 1

Exercise

Neural Network – Learning – 2

Exercise

Activation and Synaptic Dynamics

Neural Networks - Dynamics

Exercise

Neural Networks - Activation Models

Exercise

Neural Networks - Learning Basics – 1

Exercise

Neural Network – Learning Basics – 2

Exercise

Neural Network – Learning Laws – 1

Exercise

Neural Network – Learning Laws – 2

Exercise

Neural Network – Stability & Convergence

Exercise

Neural Network – Recall

Exercise

Applications of Neural Networks

Neural Network – Applications of Neural Networks – 1

Exercise

Neural Network – Applications of Neural Networks – 2

Exercise

Big Data Assignments

10 Exercises

Apache Spark Assignments

Apache Spark Assignments 1

Exercise

Apache Spark Assignments -2

Exercise

Apache Spark Assignments -3

Exercise

Apache Spark Assignments -4

Exercise

Apache Spark Assignments -5

Exercise

Apache Spark Assignments -6

Exercise

Time Series

Time Series Assignment 1

Exercise

Time Series Assignment 2

Exercise

Time Series Assignment 3

Exercise

Hadoop

Hadoop Assignment 1

Exercise

Natural Language processing

5 Exercises

Natural Language processing

Natural Language processing Assignment -1

Exercise

Natural Language processing Assignment -2

Exercise

Natural Language processing Assignment 3

Exercise

Natural Language processing Assignment 4

Exercise

Natural Language processing Assignment -5

Exercise

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