Course Description

Curriculum

Installation and Setting up path
Features
Python variables
Input & Output and Import
Why Learn Python
Who used Python
 

Using Pycharm & Scripting Keywords & Identifiers Operators, Indentations

Basic Data types: int, float, string, Boolean and Complex Numbers and String Tuple and List Dictionary and Set Arrays

String, String slices Date Math Random and Statistics PDF Data Extraction CVS module

Introduction to Tuples Working with Tuples Tuple Operations Function and MethodsIntroduction to Tuples Working with Tuples Tuple Operations Function and Methods

Introduction to Lists Working with lists Lists Operations Function and Methods

Introduction to Sets Working with Sets Sets Operations Function and Methods

If…else Elif For, for else, while Break and Continue Pass Looping Techniques

Types of Functions Function Arguments Recursion Anonymous Function Global, local and Nonlocal Lambda Functions Modules Packages

Reading & Writing Files Manipulating File Pointer Type of Files File Operations Directories File I/O Attributes, File Methods

Try, Except and Finally Try else Custom Exception Error Vs. Exception

Real-time in OOPS Access Specifiers Class and Objects Methods Overloading and Overriding Inheritance Abstraction and Data Hiding Properties &Self-keyword

OS module Environment variables, Paths, directories, and filenames. Working with file systems, Dates and times

Starting a New Thread Creating Thread Using Threading Module Synchronizing Threads Multithreaded Priority Queue

My SQL & Mongo Database Connection with Python CRUD Queries in MySQL

Working with XML DOM and SAX introducing Parsing JSON into Python

pattern matching and searching Real time parsing of networking or system data using regex validation Concepts

Working with tkinter module Grid Positions Create Button Radio Button & Combo Box Check Box & Menu bar

sending email sending html email using python sending attachments as an email
introduction to Django Django and python MVC: Model View and Template
Web Scraping Chabot & Language Translate Find the Similarity ratio between text Tagging Sentence to find key word Google map integration Bubble sort algorithm QR code generator Spell checker Scraping Wikipedia Anagram & Screenshot app,Python for networking Getting input from user Working with images & building a photo gallery
Numpy Introduction Numpy Arrays Data Types in Numpy Array Indexing Array Slicing Array Shape Array Reshape Array Iteration Array Join Array Split Array Search & Sorting Array Filter
Introduction Pandas Series Pandas Data Frames Pandas Read CSV & JSON Pandas Analyzing Data Data Cleaning
Introduction Pyplot Plotting Markers Line Labels Grid Subplot Scatter Plot Bar Chart Histogram Pie Chart
Dataset Information Description Dataset Unique & Missing Values Indexing, Plotting Separators, Converters Merge, Concat, Group by, Pivot
Introduction about Data Science What is Data Database Table
Max Function Min Function Mean Function
Linear Function Plotting Linear Function Slope and Intercept
Introduction in Statistics Standard Deviation Variance
Correlation Coefficient Correlation Matrix Statistics Correlation vs Causality
Descriptive statistics Grouping of Data Handling Missing Values in dataset Analysis of Variance Correlation
Introduction about Machine Learning Data Set in ML Data Types in ML
Median Mode Percentile
Big Data Distribution Normal Data Distribution
Linear Regression Decision Tree Naïve Bayes Random Forest K-Nearest Neighbors Support Vector Machine Logistic Regression Polynomial Regression Multiple Regression Scale Grid Search
Decision Tree Confusion Matrix Categorical Data Bootstrap Aggregation Cross Validation Natural Language Processing
Train or Test Method Hierarchical Clustering K-Means Method AUC-ROC Curve

Maped Certification

PCEP-30-xx (30-02)
Certified Entry Level Python Programmer)
Pass Percentage : 70%
No.Of.Questions: 30
Duration: 45 Min
PCAP-31-xx (31-03)
Certified Associate Python Programmer)
Pass Percentage : 70%
No.Of.Questions: 40
Duration: 35 Min
PCPP-32-1xx (32-101)
(Certified Professional in Python Programmer1)
Pass Percentage : 75%
No.Of.Questions: 45
Duration: 65 Min
PCPP-32-2xx (32- 201)
(Certified Professional in Python Programmer2)
Pass Percentage : 70%
No.Of.Questions: 45
Duration: 65 Min

Exit Profile

Back-end Developer
Quality Assurance Engineer
Data Scientist
Data Analyst
Data Engineer