What is Data science and Data Mining?
It's a study of all information, where we represents and turns into valuable resource for business and their strategies.
Large amounts of structured and unstructured data to identify patterns can help an organization rein in costs, increase efficiencies, recognize new market opportunities and increase the organization's competitive advantage.
Why to learn Python for Data Science?
Generally, Employers looking for candidates to fill data scientist positions that have knowledge capabilities into:
Acquire new skills with our Python for Data Science
Course Overview
In this curriculum, you will learn about basic concepts of Python, how to use Python both interactively and through a script. You can Create your first variables and acquaint yourself with Python's basic data types, powerful ways to store and manipulate data as well as cool data science tools to start your own analyses. This Course will also help you in master of Python programming concepts such as data operations, file operations, object-oriented programming and various Python libraries such as Pandas, Numpy, Matplotlib which are essential for Data Science.
Introduction to Python for Data Science Training Course Curriculum
Introduction to Data science
Big Data
Natural Language Processing
Machine learning
NoSQL Data bases
Python Basics
â–ºInterpreter
â–ºData types in Python
â–ºString data types
â–ºList
â–ºDictionary
â–ºTuple
â–ºSet
â–ºFunctions
â–ºClasses
OOPS
Abstraction
Numpy, Pandas
Natural Language Processing- Overview
Feature Extraction process
â–ºRecommendation System Application
Web Crawling
Machine learning
â–ºSupervised
Classification
Regression
â–ºUnsupervised
Clustering
Machine Learning Model Evaluation
Class Delievery
Delievery Methodology
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