In this course, we will learn Python in more detail. Also, go through the Python programs for hands-on.
Before this course go through Python Basics.
Topic | Category |
---|---|
Class, Object and Members | |
Data Hiding and Object Printing | |
Inheritance, examples of object, issubclass and super | |
Polymorphism in Python | |
Class and static variable in python | |
Class method and static method in python | |
Changing class members | |
Constructors in Python | |
Destructors in Python | |
First class function | |
Metaprogramming with metaclasses | |
Class and instance attribute | |
Reflection | |
Garbage collection | |
Exception handling | |
User defined Exception | |
Built-in Exception | |
clean up action | |
Nzec error | |
try and except in Python | |
Counters | |
OrderedDict | |
Defaultdict | |
ChainMap | |
NamedTuple | |
DeQue | |
Heap | |
Collections.UserDict | |
Collections.UserList | |
Collections.UserString | |
Django Tutorial | |
Django Basics | |
Django Introduction and Installation | |
Django Forms | |
Views In Django | |
Django Models | |
Django Templates | |
ToDo webapp using Django | |
Django News App | |
Weather app using Django | |
Pandas Tutorial | |
Pandas DataFrame | |
Creating a Pandas DataFrame | |
Dealing with Rows and Columns in Pandas DataFrame | |
Indexing and Selecting Data with Pandas | |
Boolean Indexing in Pandas | |
Conversion Functions in Pandas DataFrame | |
Iterating over rows and columns in Pandas DataFrame | |
Working with Missing Data in Pandas | |
Pandas Series | |
Data analysis using Pandas | |
Read csv using pandas.read_csv() | |
Machine Learning | |
Linear Regression | |
Understanding Logistic Regression | |
K means Clustering | |
Python | Image Classification using keras | |
creating a simple machine learning model | |
Python | Implementation of Movie Recommender System | |
ML | Boston Housing Kaggle Challenge with Linear Regression | |
Cancer cell classification using Scikit-learn | |
Saving a machine learning Model | |
Applying Convolutional Neural Network on mnist dataset | |
Python | NLP analysis of Restaurant reviews | |
Learning Model Building in Scikit-learn | |
Implementing Artificial Neural Network training process | |
A single neuron neural network in Python | |
Python | How and where to apply Feature Scaling? | |
Identifying handwritten digits using Logistic Regression in PyTorch | |
Tkinter Tutorial | |
Kivy Tutorial | |
Python GUI – tkinter | |
Simple GUI calculator using Tkinter | |
Simple registration form using Tkinter | |
Create a stopwatch using python | |
Designing GUI applications Using PyQt | |
Color game using Tkinter in Python | |
Make Notepad using Tkinter | |
Message Encode-Decode using Tkinter | |
Real time currency convertor using Tkinter | |
Introduction of Modules | |
OS module | |
Calendar Module | |
Python Urllib Module | |
pprint | |
Timit function | |
Import module | |
MongoDB and Python | |
SQL using Python | |
SQLite using Python | |
Inserting variables to database table using Python | |
MYSQLdb Connection in Python | |
Database management in PostgreSQL | |
Oracle Database Connection in Python | |
Google Cloud Database Connection in Python | |
SAP HANA Database Connection in Python | |
AWS Database Connection in Python | |
Azure Database Connection in Python |