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Softpro Training provides the best Python with Data Science in Lucknow and Noida. We are proud that your support and candidates result has made us the leading and the best Python with Data Science training institute in Lucknow and Noida. We offers the amazing training on Python with Data Science under guidance of highly experienced IT professionals.
Softpro's Python with Data Science is an advance level coure which aims at imparting knowledge to the trainees in the field of Data Science. The students become skilled in using Python Programming to implement Data Science and process information from the fields of analytical, mathematical and business logic.
You will Learn:
Python Basics, Machine Learning, Data Mining, Data Analysis, Business Intelligence, Collection Types, Data Visualization, etc.
According to the U.S. Bureau of Labor Statistics, there will be around 11.5 million new jobs for Python with Data Science professionals by 2026
Avail upto Rs 14,500* from Government of India (GOI) incentives after successfully clearing the mandatory NASSCOM Assessment
The national average salary of a data scientist is $119,563 per annum according to
the U.S. Bureau of Labor
Statistics
Live Interactive Learning
World-Class Instructors
Expert-Led Mentoring Sessions
Instant doubt clearing
Lifetime Access
Course Access Never Expires
Free Access to Future Updates
Unlimited Access to Course Content
24x7 Support
One-On-One Learning Assistance
Help Desk Support
Resolve Doubts in Real-time
Hands-On Project Based Learning
Industry-Relevant Projects
Course Demo Dataset & Files
Quizzes & Assignments
Industry Recognised Certification
Softpro Training Certificate
Graded Performance Certificate
Certificate of Completion
Cloud Lab
Preconfigured Lab Environment
Infrastructure with Tools and Software
Single Sign-On
The number of Data Science jobs is expected to grow at a rate of 30% every year. Knowledge of Data Science coupled with Python programming skills opens up enormous opportunities for the Data Science job aspirants. This Data Science with Python course from Softpro will teach you the essential concepts from scratch and enable you to launch your dream career in this domain.
Course Curriculum
Python Introduction
Python use cases
Features of Python
Versions of Python
Python distributions
Installation of Python
Setting path for Python
Python Command line shell, Editors and IDE’s
Running Python Script on Windows/Linux
Keywords
Data types
Static data types vs. Dynamic data types
Fundamental Data types
Collection Types
Number systems
Mutable objects vs. Immutable objects
Variables
Naming Conventions
Print(), Type() and Id() functions
Input() and raw_input() functions
Type Conversion functions
String Handling
What is string
String-quoted string literals
Triple-quoted string literals
String Indexing
String Slicing
Working with string functions
Elements of flow control
Block/Clause
Conditional Statements
Simple – if
If – else
If – elif –
Looping Statements
While loop
While --- else
For loop
Using range() in for loop
Break statement
Continue statement
Pass statement
Introduction to collections
List
Tuple
Set
Dictionary
Collections Indexing and Slicing
Functions for all collections
Iterating through a collections
Operators and keywords for collections
Difference between list, tuple and set
Sorting collections
Defining a function
Calling a function
Function Parameters
Types of arguments
Return statement in functions
Handling return values
Global and local variables
Call by value
Call by reference
Passing collection to a functions
Lambda functions/ anonymous functions
Passing functions to function
Filter() and map() functions
What is module
Types of modules
The import statement
Module aliases/ renaming a module
From .. Import
Reloading a module
Working with pre-defined Standard modules (Math, Datetime, Os, Sys, String….)
What is Exception?
Need of exception handling
Predefined exceptions
Predefined exceptions hierarchy
Try, except and finally clauses
Named except block
Default except block
Handling multiple exceptions
Nested try, except and finally blocks
User defined Exceptions
Introduction to OOPs programming
Encapsulation
Defining classes
Creating objects
Constructor
Defining methods
Objects reference count
Objects garbage collection
Inheritance
Types of inheritances
Polymorphism
Super() statement
Data hiding
Custom exception classes
Inner classes
Regular Expressions
Simple character matches
Special Characters
Character Classes
Quantifiers
Forming regular expressions
Greedy matches
Compiling regular expressions
Grouping
Match objects
Match(), Search() and Sub() functions
Splitting of string
Replacing text
Flags
Installation of mysql database
Creating databases in mysql
Creating users and assigning privileges to the users in mysql
Installation of mysql python modules
Establishing connection with mysql
Closing mysql database connections
Execution of insert, update, delete and select queries
Handling db errors
Python Iterator
Python Generator
Python Closure
Python Decorators
Web Scraping
PIP
Installation of external modules using PIP
Working with JSON files
Test cases implementations
Working with OpenCv
Face detection system using OpenCv and Python
Text to speech convertor in Python
Certification
Softpro’s Python with Data Science Professional Certificate
Reviews
3092
Total number of reviews
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Aggregate review score
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Course completion rate