Mastering Python – Data Science with Machine Learning Serial Port Addition

Mastering Python Data Science with Machine Learning Serial Port Addition

Mastering Python – Data Science with Machine Learning Serial Port Addition Python is an interpreted high-level programming language for anyone who wants to develop Machine Learning (IoT) projects using only Python. In layman.

Python for Data Science and Machine Learning (Mastering Python for Data Science and Machine Learning) Addition of a Serial Port Python is an interpreted high-level programming language for anyone who wishes to use Python to create Machine Learning (IoT) applications. Python programming is a flexible open-source language that is extensively used in data analysis, finance, and other sectors. This online course teaches python programming as well as how to leverage Python’s capabilities to analyze data, create stunning visualizations, and apply sophisticated machine-learning algorithms. This course is suitable for both beginners and experienced developers.

Course Modules

• 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 – Importing Serial Port Data & Inserting Data into Database– II

• Installing pyserial in Python
• Using Library pyserial in python
• Fetching data from serial port
• Inserting data into database

Python – Machine Learning & Data Science – III

• Python – Machine Learning with SciKit Learn, including
• Linear Regression
• Use matplotlib and seaborn for data visualizations
• Use plotly for interactive visualizations

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

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

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