FULL STACK DATA SCIENCE
With Internship
COURSE DESCRIPTION
This is a Data Science training program with all dimensions of Gov. and private industry requirements to full fill their need. We will cover all industrial needs along with Artificial Intelligence, Machine Learning, Deep Learning, NLP, and Computer Vision. We will cover all visualization tools, Clouds Platform, Databases, Big Data exposures along with required programming languages. We will cover live industrial projects and will provide Internship of at least one year.
COURSE OVERVIEW
- Data Introduction
- Data Science Introduction
- Statistics Basic
- Statistics Advance
- Database Introduction
- Database Advance
- SQL
- MySQL
- Core python
- Introduction to Python.
- Anaconda
- Identifiers
- Constants, Variable and Datatypes
- Operators in Python
- IF-ELIF-ELSE-ELIF
- LOOP
- Nested LOOP
- Break, Continue
- List
- Tuple
- String
- Array
- Method
- Package Installation
- Python NUMPY
- Advance Python
- OOPS Concept
- Class
- Instance
- Inheritance
- Polymorphism
- Encapsulation
- Abstraction
- Decorator
- Class methods and static methods
- getters, setters, and deletes
- Package
- Interface
- Exception Handling
- Thread
- File Handling
- Tinker (GUI Framework)
- Kivy
- Database( MYSQL )
- Django
- Pandas (Basic)
- Pandas (Advance)
- Flask
- Dask
- Matplotlib
- Seaborn
- Plotly
- Cufflinks
- Bokeh
- Project
- Graphs
- Data analytics
- Machine learning
- Artificial Intelligence
- Deep learning
- PySpark
- Computer vision
- Natural language processing
- Projects
- Interview preparation
- Resume building