Python Data Science Course in Mumbai

Python is an easy programming language for beginners to start out with. It's newer than a lot of languages, it's easier to learn than some of the older languages. There's a lot of demand for Python programmers. You can do some really cool things using Python with data science to build websites.

Python

• Setting up Python
• Variables, Data types & Operators
• Decision making, Loops
• Functions
• Modules
• File I/O
• Exception Handling
• OOP
• Database Programming
• Regular Expressions
• Multithreaded Programming
• Network Programming
• Working with csv and json and Excel using python
• GUI Programming
• Xml Processing

Django

• Overview of Django
• Admin site
• Authentication
• Working with Models
• Migrations
• Forms & Generic
• Template Engines
• Middleware
• Request and Response Objects
• Restful API

Data Science

• Numpy
• Pandas
• Jupyter
• Scipy
• Matplotlib
• Seaborn
• EDA (Exploratory data analysis)
• Data cleansing
• Working with CSV data
• Data Wrangling

Artificial Intelligence

• Machine Learning
• Linear Algebra
• Support Vector Machines
• Learning with Trees
• Learning with Classification
• Learning with Clustering
• Dimensionality Reduction
• Reinforcement Learning
• Tensor Flow Open Source ML Framework
• Photo OCR Case study
• Learning with KNN
• Learning with K means
• Learning with random forest

Benefits Of Learning Python Data Science

• The fastest-growing use of Python is for data science, machine learning, and Artificial Intelligence.
• Faster Development and Processing. While dealing with huge amounts of data, speed is key
• Python also has an active community with a vast selection of libraries and resources