Certified Python Master Developer

Henry Harvin

Online

42 Hours

₹ 29250 32500

particular

details

                                    Medium of instructions
                                    English

                                    Mode of learning
                                    Self study, Virtual Classroom

                                    Mode of Delivery
                                    Video and Text Based

Module 1: Python Environment Setup and Essentials

Introduction to Python Language
Features, the advantages of Python over other programming language
Python installation- Windows, Mac & Linux distribution for Anaconda Python
Deploying Python IDE
Basic Python commands, data types, variables, keywords and more

Module 2: Python language Basic Constructs

Built-in data types in Python
Learn classes, modules, Str(String), Ellipsis Object, Null Object, Ellipsis, Debug
Basic operators, comparison, arithmetic, slicing and slice operator, logical, bitwise
Loop and control statements while, for, if, break, else, continue

Module 3: OOP Concepts in Python

How to write OOP concepts program in Python
Connecting to a database
Classes and objects in Python
OOPs paradigm, important concepts in OOP like polymorphism, inheritance, encapsulation
Python functions, return types and parameters
Lambda expressions

Module 4: Database connection

Understanding the Database, need of database
Installing MySQL on windows
Understanding Database connection using Python

Module 5: NumPy for mathematical computing

Introduction to arrays and matrices
Broadcasting of array math, indexing of array
Standard deviation, conditional probability, correlation and covariance

Module 6: SciPy for scientific computing

Introduction to SciPy
Functions building on top of NumPy, cluster, linalg, signal, optimize, integrate, subpackages, SciPy with Bayes Theorem

Module 7: Matplotlib for data visualization

How to plot graph and chart with Python
Various aspects of line, scatter, bar, histogram, 3D, the API of MatPlotLib, subplots

Module 8: Pandas for data analysis and machine learning

Introduction to Python data frames
Importing data from JSON, CSV, Excel, SQL database, NumPy array to dataframe
Various data operations like selecting, filtering, sorting, viewing, joining, combining

Module 9: Exception Handling

Introduction to Exception Handling
Scenarios in Exception Handling with its execution
Arithmetic exception
RAISE of Exception
What is Random List, running a Random list on Jupyter Notebook
Value Error in Exception Handling

Module 10: Multi Threading & Race Condition

Introduction to Thread, need of threads
What are thread functions
Performing various operations on thread like joining a thread, starting a thread, enumeration in a thread
Creating a Multithread, finishing the multithreads.
Understanding Race Condition, lock and Synchronization

Module 11: Packages and Functions

Introduction to modules in Python, need of modules
How to import modules in python
Locating a module, namespace and scoping
Arithmetic operations on Modules using a function
Intro to Search path, Global and local functions, filter functions
Python Packages, import in packages, various ways of accessing the packages
Decorators, Pointer assignments, and Xldr

Module 12: Web scraping with Python

Introduction to web scraping in Python
Installing of beautifulsoup
Installing Python parser lxml
Various web scraping libraries, beautifulsoup, Scrapy Python packages
Creating soup object with input HTML
Searching of tree, full or partial parsing, output print

Complimentary module 1: Soft Skills Development

Business Communication
Preparation for the Interview
Presentation Skills

Complimentary Module 2: Resume Writing

Resume Building Techniques

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Certified Python Master Developer

Online

42 Hours

₹ 29250 32500

Quick Facts

Course and certificate fees

Fees information

certificate availability

certificate providing authority

The syllabus

Module 1: Python Environment Setup and Essentials

Module 2: Python language Basic Constructs

Module 3: OOP Concepts in Python

Module 4: Database connection

Module 5: NumPy for mathematical computing

Module 6: SciPy for scientific computing

Module 7: Matplotlib for data visualization

Module 8: Pandas for data analysis and machine learning

Module 9: Exception Handling

Module 10: Multi Threading & Race Condition

Module 11: Packages and Functions

Module 12: Web scraping with Python

Complimentary module 1: Soft Skills Development

Complimentary Module 2: Resume Writing

Articles

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Download the Careers360 App on your Android phone

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Certified Python Master Developer

Online

42 Hours

₹ 29250 32500

Quick Facts

Course and certificate fees

Fees information

certificate availability

certificate providing authority

The syllabus

Module 1: Python Environment Setup and Essentials

Module 2: Python language Basic Constructs

Module 3: OOP Concepts in Python

Module 4: Database connection

Module 5: NumPy for mathematical computing

Module 6: SciPy for scientific computing

Module 7: Matplotlib for data visualization

Module 8: Pandas for data analysis and machine learning

Module 9: Exception Handling

Module 10: Multi Threading & Race Condition

Module 11: Packages and Functions

Module 12: Web scraping with Python

Complimentary module 1: Soft Skills Development

Complimentary Module 2: Resume Writing

Articles

Popular Articles

Latest Articles

Trending Courses

Popular Courses

Popular Platforms

Learn more about the Courses

Thank You!

Download the Careers360 App on your Android phone