Data Sciences with Python Machine Learning (2-in-1 course)
The rise of new digital industrial technology, known as Industry 4.0, is a transformation that makes it possible to gather and analyze data across machines, enabling faster, more flexible, and more efficient processes to produce higher-quality goods at reduced costs.
Omni Academy offer a unique Data Sciences course with Python programming for industry professionals and students willing to make their career in fast growing field of data sciences and Machine Learning. Course provide complete understanding of data sciences and hands-on expertise with python programming language usage in business.
Course Learning Summary
- Python Programming
- Use Python for Data Science and Machine Learning
- Use Spark for Big Data Analysis
- Implement Machine Learning Algorithms
- Learn to use NumPy for Numerical Data
- Learn to use Pandas for Data Analysis
- Learn to use Matplotlib for Python Plotting
- Learn to use Seaborn for statistical plots
- Use SQlite Database for Importing Data
- Learn About Machine learning
Big Data | Data Sciences Course Overview
Course Key Content
Learn how to program with Python, how to create amazing data visualizations, and how to use Machine Learning with Python;
Module-1 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
Module-2 Working with Loops and Packages
- For Loop, While Loop
- String Formatting
- Modules, Libraries and Packages
- Installing Python Packages
- Working with Date and Time objects
Module-3 Dealing with Programming Errors
- Syntax Errors
- Runtime Errors
- Exception Handling in Python
Module-4 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
Module-5 Machine Learning & Data Science – I
- NumPy with Python
- Using pandas Data Frames to solve complex tasks
- Use pandas to handle Excel Files
- Connect Python to SQlite
Module-6 Machine Learning & Data Science – II
- Use matplotlib for Datavisualization
- Piecharts
- Barcharts
- Line charts
- Histograms
Module-7 Learning About Database
- Movies Dataset (Project Overview)
- What is a Database / SQL?
- How to create an SQLite Database
- How to load Data from DataFrames into an SQLite Database
- How to load Data from SQLite Databases into DataFrames
Module-8 Final Project
- eCommerce Data Sheet With Pandas
- Salaries Analysis With Pandas
Course Prerequisite
Basic level understanding with any financial data analysis, database or programming language understanding.
By the end of the course, you will be able to:
- design, develop, debug, execute, and refactor Python scripts;
- think algorithmically to analyze problems and implement them as computer processes;
- create and process arrays using mathematical operations from the NumPy library;
- manipulate and analyze data using the pandas library;
- perform data visualizations using the matplotlib plotting library;
- understand the role of a data scientist in data analysis projects;
- create and develop your own programming portfolio to stand out from the crowd in the job market;
Data Scientist Career
Job Interview Preparation (Questions & Answers)
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- Tough Open-Ended Job Interview Questions
- What to Wear for Best Job Interview Attire
- Job Interview Question- What are You Passionate About?
- How to Prepare for a Job Promotion Interview
- Data Sciences Job Interview Must Know Questions
- Python Job Interview Questions and Answers
- Data Sciences Job Interview Questions and Answers
- Machine Learning Job Interview Questions
- RPA Job Interview Questions and Answers
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International student Fee : 500 $ | 1,875 SAR | 1,875 AED
Job Interview Preparation (Soft Skills Questions & Answers)
- Tough Open-Ended Job Interview Questions
- What to Wear for Best Job Interview Attire
- Job Interview Question- What are You Passionate About?
- How to Prepare for a Job Promotion Interview
🎥 Your FREE eLEARNING Courses (Click Here)
Internships, Freelance and Full-Time Work opportunities
Flexible Class Options
- Week End Classes For Professionals SAT | SUN
- Corporate Group Trainings Available
- Online Classes – Live Virtual Class (L.V.C), Online Training
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KEY FEATURES
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