Mastering Python Machine Learning with Data Science Training
Educad Academy is the leading and most Prolific Mastering Python Machine Learning with Data Science Online Training Academy in Karachi, Pakistan, UK, Canada, Lahore, Dubai for providing an affordable Online Course Mastering Python Machine Learning with Data Science by Professional & Expert Trainers.
Python is an interpreted high-level programming language for anyone who wants to create Machine Learning (IoT) projects entirely in Python. Python programming is a sophisticated open-source language that is widely used in the disciplines of data analysis, finance, and web development. Machine Learning Python online course deals with data science as well. It helps you learn NumPy for Numerical Data, Pandas for Data Analysis, Seaborn for statistical plots, Matplotlib for python plotting, and more.
Course Modules
Python Fundamentals
- 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
Python – Machine Learning & Data Science – I
- NumPy with Python
- Using pandas Data Frames to solve complex tasks
- Use pandas to handle Excel Files
- Web scraping with python
- Connect Python to MongoDB
Python – Machine Learning & Data Science – II
- Use matplotlib and seaborn for data visualizations
- Use plotly for interactive visualizations
Python – Machine Learning & Data Science – III
- Python – Machine Learning with SciKit Learn, including
- Linear Regression
Python – Machine Learning & Data Science -IV
- Introduction to MongoDB
- Design MongoDB database from start to finish
- Differentiate between RDBMS and NoSQL databases
- Spot key features and advantages of NoSQL database MongoDB over RDBMS databases
- Installing MongoDB
- Working on pyMongo
- MongoDB Learn performing CRUD Operations
International Student Fee: 250 USD | 940 AED | 940 SAR
Flexible Class Options
- Corporate Group Training | Fast-Track
- Week End Classes For Professionals SAT | SUN
- Online Classes – Live Virtual Class (L.V.C), Online Training
