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    Best Python Training in Bangalore

    Module 1:Python Essentials

    1: Introduction

    What is Python..?

    A Brief history of Python

    Why Should I learn Python..?

    Installing Python

    How to execute Python program

    Write your first program

    2: Variables & Data Types

    Variables

    Numbers

    String

    Lists ,Tuples & Dictionary

    3: Conditional Statements & Loops

    if…statement

    if…else statement

    elif…statement

    The while…Loop

    The for….Loop

    4: Control Statements

    continue statement

    break statement

    pass statement

    5: Functions

    Define function

    Calling a function

    Function arguments

    Built-in functions

    6: Modules & Packages

    Modules

    How to import a module…?

    Packages

    How to create packages

    7: Classes & Objects

    Introduction about classes & objects

    Creating a class & object

    Inheritance

    Methods Overriding

    Data hiding

    8: Files & Exception Handling

    Writing data to a file

    Reading data from a file

    Read and Write data from csv file

    try…except

    try…except…else

    finally

    os module

     

    Module 2:Introduction to Machine learning(ML)

    What is Machine learing?

    Overview about sci-kit learn and tensorflow

    Types of ML

    Some complementing fields of ML

    ML algorithms

    Machine learning examples

     

    Module 3:NumPy Arrays

    Creating multidimensional array

    NumPy-Data types

    Array attributes

    Indexing and Slicing

    Creating array views and copies

    Manipulating array shapes

    I/O with NumPy

    Module 4:Working with Pandas

    Installing pandas

    Pandas dataframes

    Pandas Series

    Data aggregation with Pandas DataFrames

    Concatenating and appending DataFrames

    Joining DataFrames

    Handling missing data

    Module 5: Python Regular Expressions

    What are regular expressions?

    The match Function

    The search Function

    Matching vs searching

    Search and Replace

    Extended Regular Expressions

    Wildcard

    Module 6:Python Oracle Database Access

    Install the cx_Oracle and other Packages

    Create Database Connection

    CREATE, INSERT, READ, UPDATE and DELETE Operation

    DML and DDL Oepration with Databases

    Performing Transactions

    Handling Database Errors

    Disconnecting Database

    Module 7:Web Scraping in Python

    Module 8:Regression based learning

    Simple regression

    Multiple regression

    Logistic regression

    Predicting house prices with regression

    Module 9:Clustering based learning

    Defnition

    Types of clustering

    The k-means clustering algorithm

    Module 5:Data mining

    Introducing data mining

    Decision Tree

    Affiity Analysis

    Clustering

    Module 6:Classifiation – Sentiment Analysis

    Module 7:Natural Language Processing

    Install nltk

    Tokenize words

    Tokenizing sentences

    Stop words with NLTK

    Stemming words with NLTK

    Speech tagging

    Sentiment analysis with NLTK

    Module 8:Making Sense of data through Visualization

    Introducing matplotlib

    Bar Charts

    Line Charts

    Scatter plots

    Bubble charts

    Module 9:Working with openCV

    Setting up opencv

    Loading and displaying images

    Applying image filters

    Tracking faces

    Face recognition

    Module 10:Performing predictions with Linear Regression

    Simple linear regression

    Multiple regression

    Training and testing model

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