Python Training Course in Karachi Lahore Pakistan

Mastering python course

Mastering Python for Machine Learning Course

Python is an interpreted high-level programming language for anyone want to use only Python in designing any Machine Learning (IoT) project. Machine learning, in layman terms, is to use the data to make a machine make intelligent decision. The Python Programming – course teaches Python programming, which is a powerful open-source language that is very popular in the fields of data analysis, finance and web development. Python, The best programming language is the one you know. Python is a simple, easy to read and high level programming language. … Python is also an Object Oriented Language and also open source language but it has an added advantage that is it is also a scripting language and it is easy to write.

Python Mastering Course

This Python mastering course helps you to learn how to write Python code, course carefully designed where students will learn how to build real life applications in Python. The course is designed for all student levels (step-by-step learning basic to mastering level course).

What I will learn ?

Math of Machine Learning
Probability, Regression, Vectors, Matrices, Baysian, K Nearest
Machine Learning with Python – Supervised vs Unsupervised Learning and Train / Test
Data Mining, Big Data with Machine Leaning – Apache Spark
Neural Networks and Deep Learning.
Project – Develop Product Recommender System in Python

Course Key Content

Python Basics

Introduction to Python
Variables, Strings, Numbers
Math Operators, Built-in functions
Lists, List Indexing and Slicing, List Methods
Tuples, Dictionaries
User Input, Conditions
Custom Functions
Working with Files, Processing the content of a file

Working with Loops and Packages

For Loop, While Loop
String Formatting
Modules, Libraries and Packages
Installing Python Packages
Working with Date and Time objects
The “with” Contect Manager

Dealing with Programming Errors

Syntax Errors
Runtime Errors
Exception Handling in Python

Data Analysis with Pandas

Getting Started with Pandas
Loading Data in Python from CSV, Excel, TXT and JSON Files
Indexing and Slicing Dataframes
Dropping Dataframe Columns and Rows
Updating and Adding new Columns and Rows

Building website with Python and Flask

What is Flask
Building your first website
Returning HTML Templates
Adding Navigation Menu
Adding CSS Styling
Creating Python Virtual Environment
Deploying website to a Live Server

Building Graphical User Interfaces with Tkinter

Introduction to Tkinter
Setting up a GUI with Widgets
Connecting GUI Widgets with Callback

Python interaction with SQLite and PostgreSQL Databases

Connecting and Inserting data to SQLite
Selecting, Inserting, Deleting and updating records
Introduction to PostgreSQL
Connecting, Selecting, Inserting, Dealing and updating PostgreSQL Records

Python for Interactive Data Visualization on browser

Introduction to Bokeh
Installing Bokeh
Creating your first Bokeh Plot
Using Bokeh with Pandas

Final Project

Project – Develop Product Recommender System in Python

Who Should Attend the Python Training

Data Scientists / Data Analyst
Computer Programmers / Software Engineers to acquire Python scripting skill
System / Network Administrators who want to automate their day to day tasks using Python
Database Admin, database programmers / Web Developers
Fresh Graduates looking for their first job
Automation Engineers willing to make career in Machine Learning / IoT