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Data Analytics with Python

LIVE
8 reviews
35 Hours

Course offered by Silvia Priya

35 reviews

This course fits for beginners to Python who has some basic understanding of any one of the programming languages that they are comfortable with.

It covers all the major areas of python programming along with some insights on how to approach any problem/use case in real world with an analytical approach. By the end of the course you will be able to successfully analyse and visualize the data in a python way.

 

Course Modules

 

  1. Overview

 

  • Why do we need Python?
  • Program structure of Python

 

  1. Environment Setup

 

  • Python Installation
  • Execution Types
  • What is an interpreter?
  • Interpreters vs Compilers
  • Using the Python Interpreter
  • Interactive Mode
  • Running python files
  • Working with Python shell
  • Multiple programming ways of python
  1. Basic Concepts

 

  • Types of Operator
  • Python Arithmetic Operators
  • Python Comparison Operators
  • Python Assignment Operators
  • Python Bitwise Operators
  • Python Logical Operators
  • Python Membership Operators (in, not in)
  • Python Identity Operators (is, is not)
  • Python Operators Precedence

 

               Data Types

 

  • Variables
  • Assigning Values to Variables
  • Multiple Assignment
  • Python Numbers
  • Python Strings
  • Accessing Values in Strings
  • String Special Operators
  • String Formatting Operator
  • Triple Quotes
  • Built-in String Operations
  1. Python Sequences and Functions

 

Lists

 

  • Accessing Values in Lists
  • Updating Lists
  • Delete List Elements
  • Basic List Operations
  • Indexing, Slicing, and Matrixes
  • Built-in List Functions & Methods

 

Tuples

 

  • Accessing Values in Tuples
  • Updating Tuples
  • Delete Tuple Elements
  • Basic Tuples Operations
  • Indexing, Slicing, and Matrixes
  • Built-in Tuple Functions

 

 

Sets and Dictionaries

 

  • Creating set and Dictionary
  • Processing with sets and Dictionary

 

 

Loops and Decision Making

 

  • if statements
  • ..else statements
  • nested if statements
  • while loop
  • for loop
  • nested loops
  • Loop Control Statements
  • break statement
  • continue statement
  • pass statement

 

Functions

 

  • Defining a Function
  • Calling a Function
  • Pass by reference vs value
  • Function Arguments
  • Required arguments
  • Keyword arguments
  • Default arguments
  • Variable-length arguments
  • The return Statement
  • Scope of Variables
  • Global vs. Local variables

 

  1. Object Oriented Programming

 

  • Basic OOPs Concept
  • Creating class in Python
  • Documented String
  • Private Identifier
  • Constructor
  • Inheritance
  • Polymorphism
  • Python Modules and Packages
  • Framework vs Packages
  • Why are modules used?
  • Creating modules
  • The import Statement
  • The from...import Statement
  • The from...import * Statement
  • Namespaces and Scoping
  • The dir( ) Function
  • The globals() and locals() Functions
  • The reload() Function
  • Packages in Python
  • Decorator, Iterator and Generator
  • Anonymous Function
  • Lambda
  • Map
  • Filter
  • Reduce

 

 

 

 

  1. File Manipulation and Database Connection

 

  • Opening Text File
  • Working with a File on Python
  • The open function
  • File modes
  • The file object attributes
  • close() method
  • write() method
  • read() method
  • Reading files
  • Renaming & deleting files
  • Writing into a file
  • remove() method
  • Working around with directories

 

Database Connection

 

  • Download and Install MySQL Workbench
  • Creating the connection string for Mysql with python
  • Reading and processing table from python
  • Playing around SQL’s from python

 

  1. Errors and Exception handling

 

 

  • Standard exceptions
  • Assertions in Python
  • The assert Statement
  • What is Exception?
  • Handling an exception
  • The except Clause with No Exceptions
  • The except Clause with Multiple Exceptions
  • The try-finally Clause
  • Argument of an Exception
  • Regular Expression
  • Powerful Utilities
  • Multithreading
  • List Comprehensive
  • Shallow and Deep Copy

 

  1. Pandas,Numpy and Matplotlib

 

  • Importing pandas,numpy and matplotlib libraries
  • Creating arrays,series,dataframes
  • Processing with dataframes and Series
  • Reading csv,xls files using pandas inbuilt-functions
  • WorkAround 1 – Processing transaction details from a store
  • WorkAround 2 – Detailed Mark analysis using pandas join
  • WorkAround 3 – Performing forecast analysis using retail data

 

 

Assessments will happen for every week to analyse the understanding of the students on the ongoing topics.

 

Once all the workarounds and assessments are done, the students will be given five real time projects based on what they have learned in the course.

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About the Trainer

Silvia Priya picture

4.9 Avg Rating

35 Reviews

51 Students

8 Courses

Silvia Priya

BE Computer Science and Engineering

9 Years of Experience

I have around 7.5 years of experience in the IT industry in the related domain and 2.5 years of experience in the training field . Have provided multiple online and classroom sessions on Big data and Hadoop.

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Reviews (8)

4 out of 5 8 reviews

Silvia Priya https://s3-ap-southeast-1.amazonaws.com/tv-prod/member/photo/2289178-small.jpg Kudlu gate
4.9058
Silvia Priya
K

Python Training

"Priya is a very professional trainer and possess sound knowledge across the Hadoop spectrum. I have approached her with Python essentials and Pyspark requirements as I already had 10+ experience in Data Engineering area and hence she has honoured to make a tailor made course as per where I stand. She structures so well the course content and even ensures the content is delivered in such a way that I understand clearly though it takes more time some times with clear industry based examples rather than in hurry to complete the course. If you're getting her time, then feel blessed. Glad to associate with Priya and I strongly recommend her. "

Silvia Priya
S

Python Training

"Amazing teaching. I have enjoyed a lot during her lessons. Her lessons are very interactive and really really helpful. She gives a lot of programming about every topic thus makes learning interesting . She even gives access to recording and posts the recording in google classroom and goes according to our lesson plan. Thank you ma'am for teaching me. "

Silvia Priya
B

Python Training

"I have been taking python classes Since December 2020. From the beginning she prepared a course plan accordingly to my requirements and future needs. She is always patience and listen to my doubts and then explain my doubts at easeShe has a strong knowledge in python. "

Silvia Priya
I

Python Training

"Actually I am new to coding and stuff. Luckily silivia mam made it easier for me. Excellent coaching. Thank you so much for your support. Highly recommended to all. Has good grip in the concept. "

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4 out of 5 8 reviews

Silvia Priya https://s3-ap-southeast-1.amazonaws.com/tv-prod/member/photo/2289178-small.jpg Kudlu gate
4.9058
Silvia Priya
K

Python Training

"Priya is a very professional trainer and possess sound knowledge across the Hadoop spectrum. I have approached her with Python essentials and Pyspark requirements as I already had 10+ experience in Data Engineering area and hence she has honoured to make a tailor made course as per where I stand. She structures so well the course content and even ensures the content is delivered in such a way that I understand clearly though it takes more time some times with clear industry based examples rather than in hurry to complete the course. If you're getting her time, then feel blessed. Glad to associate with Priya and I strongly recommend her. "

Silvia Priya
S

Python Training

"Amazing teaching. I have enjoyed a lot during her lessons. Her lessons are very interactive and really really helpful. She gives a lot of programming about every topic thus makes learning interesting . She even gives access to recording and posts the recording in google classroom and goes according to our lesson plan. Thank you ma'am for teaching me. "

Silvia Priya
B

Python Training

"I have been taking python classes Since December 2020. From the beginning she prepared a course plan accordingly to my requirements and future needs. She is always patience and listen to my doubts and then explain my doubts at easeShe has a strong knowledge in python. "

Silvia Priya
I

Python Training

"Actually I am new to coding and stuff. Luckily silivia mam made it easier for me. Excellent coaching. Thank you so much for your support. Highly recommended to all. Has good grip in the concept. "

Silvia Priya
S

Data Analytics with Python

"Priya Ma’am is an ace trainer who has very strong subject knowledge and gets down to the student’s knowledge level and learning pace and works with the student making sure the concepts are understood. She is flexible with your schedule, humble to work with and trains the students diligently with all the concepts of Python. Her training can be easily followed by someone with no coding background. Her assignments are comprehensive and cover all the topics learnt giving us the opportunity to put our learnings in to practice. Over all i had a wonderful training with her and would recommend her course to anyone who wants to learn python or is transitioning from non tech to tech roles via python training. "

Silvia Priya
S

Python Training

"Thanks ma'am, and really appreciate your wonderful support for our(Learn Easy e-Learning) students. Very punctual and passionate tutor. Such a knowledgeable person too. Highly recommended. "

Silvia Priya
M

Data Analytics with Python

"Priya is extremely talented and helpful. She explains each topics with real time scenarios. The study material provided was also so helpful and clear to understand. "

Silvia Priya
R

Python Training

"Priya ma'am is taking python lessons for our students. All of our students are really satisfied with her teaching, we highly recommend her if anyone looking for python training. "

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