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Data Sciences with Python (2-in-1 Course) 🔖


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Price:  45,000  35,000
2 Months
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DS with Python Course


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 Plotly for interactive dynamic visualizations
  • Use SciKit-Learn for Machine Learning Tasks
  • K-Means Clustering, Logistic Regression, Linear Regression
  • Random Forest and Decision Trees
  • Natural Language Processing and Spam Filters, Neural Networks
  • Support Vector Machines

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;

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

Course Prerequisite 

Basic level understanding with any financial data analysis, database or programming language understanding.


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♋ Python Virtual Environments Download


International student Fee : 500 $ | 1,875 SAR | 1,875 AED


Data Scientist Career  


Job Interview Preparation  (Questions & Answers)


Flexible Class Options

  • Corporate Workshops | Fast-Track
  • Week-End Classes For Professionals SAT | SUN
  • Online Classes – Live Virtual Class (L.V.C), Online Training

 Related Courses 

Python 6 Projects – Basic to Advanced Python Programming 

Robotic Process Automation (RPA) UiPath
Machine Learning with 9 Practical Applications

Data Sciences Specialization
Diploma in Big Data Analytics

Join FREE – Big Data Workshop 

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KEY FEATURES

Flexible Classes Schedule

Online Classes for out of city / country students

Unlimited Learning - FREE Workshops

FREE Practice Exam

Internships Available

Free Course Recordings Videos

Register Now

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