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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 project. Machine learning, in layman terms, is to use the data to make a machine make intelligent decision
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. The Python Mega Course is a carefully designed course where you 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).
About Course
This course helps you to learn how to write Python code. The Python Course is a carefully designed course where you will learn how to build real life applications in Python. The course is designed for all student levels. The first 5% of the course teaches Python basics for beginners and can serve as a refresher crash course for post-beginner students.
After completing the first 5%, you will be guided in building real life applications written in Python in a wide range of areas that include:
-Web applications
-Database applications
-Web scraping
-Web mapping
-Data analysis
-Interactive web visualization
By the end of the course you will have built useful Python applications in the above areas.
Course Content
Python Basics
-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
Loops
-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
- Experienced & Accredited Trainers
- Accredited Training Material
- FREE Practice Examinations
- Excellent first attempt pass ratio
FREE Practice Exam
- Industry best Practice exams would be provided to students FREE of charges to ensure exam success
Flexible Class Options
- Evening Classes | Workshops | Fast-Track BootCamp
- Week End SUNDAY Classes For Professionals
- Online Classes – Live Virtual Class (L.V.C), Online Training
INTERNATIONAL STUDENT FEE
250$ – 700 SAR – 700 AED
Practice Exam
Practice examinations are part of the training session
Assessment
To be awarded the Certificate in Mastering Python, participants will be required to successfully complete project work (100%).
TRAINING CERTIFICATE
Omni Academy a Federal Government – Skill Development Council Partner Training Institute Diploma Certificate would be awarded to successful students.
