Course Features
- Lectures 61
- Quizzes 0
- Duration 8 weeks
- Skill level All levels
- Language English
- Students 25
- Assessments Yes
Curriculum
- 9 Sections
- 61 Lessons
- 8 Weeks
Expand all sectionsCollapse all sections
- Week 1/8: Programming and Full Stack Development6
- 1.1Preamble of Programming and Full Stack Development1 Week
- 1.2Insight of data sciences, Importance of Data Mining and Web Development1 Week
- 1.3Designing of HTML Web Page with Title Tag and Structure of HTML, Extensions of Web Pages ( .html, .htm, .php .aspx ),1 Week
- 1.4Identify and Correct Structural and Compatibility Problems, Use Advanced CSS Selectors, Publish and Deploy Web Content1 Week
- 1.5CSS Box Model, Content, Margin, Padding, Borders and CSS Menu bar or Navigation bar1 Week
- 1.8Task 1: Creat a User Registration and Login with Bootstrap forms and modals.
- Week 2/8: Python\'s Ecosystem and Strings7
- 2.1Python’s Ecosystem (Jupyter notebook)
- 2.2Virtual Environments setup (Anaconda)
- 2.3Pycharm installation and tutorial (IDE)
- 2.4Install packages and libraries
- 2.5Basic Syntax (Print, Input, Output, Concatenations etc)
- 2.6Types of Errors (Syntax Error, Runtime Error, Semantic Error etc)
- 2.7Task 2: Write a Python program to calculate working hours as 16 hours and 10 mint 16:10 and then split it with string method and convert it to minutes.
- Week 3/8: Syntax & Basic Functions9
- 3.1Basic Syntax (Calling, Arguments, Return statement)
- 3.2Working of modules
- 3.3Built in Functions of Python and calling of these functions
- 3.4Execute/run python operators
- 3.5Basic mathematics function on Python
- 3.6Control structures (IF, IF ELSE, AND ELIF)
- 3.7Loop structures (for, while etc)
- 3.8String Handling and exception handling
- 3.9Task 3: Develop program using loop structures, String Handling and exception handling
- Week 4/8: Functions and Modules7
- 4.1Defining functions in Python
- 4.2Function Parameters and Return Values
- 4.3Scope and Lifetime of Variables
- 4.4Organizing Code into Modules
- 4.5Importing and Using Modules
- 4.6Creating and Using Custom Modules
- 4.7Task 4: Write a program to pass an image to function and function convert the shape of image and return it to you.
- Week 5/8: Data Structures in Python10
- 5.1Understanding Lists and Tuples
- 5.2List and Tuple Manipulation
- 5.3Iterating Over Lists and Tuples
- 5.4Working with Dictionaries
- 5.5Sets and Set Operations
- 5.6List data Type & Methods (Syntax and semantics, Append, Pop, Prepend)
- 5.7List data Type & Methods (Sort, Count, Index, Insert, Remove)
- 5.8Dictionary Data Type & Methods (Keys, Values, Items)
- 5.9Dictionary Data Type & Methods (Pop, Clear, Copy, Get, Merging)
- 5.10Task 5: Write a program using tuple manipulation and lists.
- Week 6/8: OOP and Python Framework8
- 6.1Packages & Object Oriented Programming
- 6.2Defining Classes and Objects
- 6.3Inheritance, Encapsulation, Polymorphism and Advance OOP
- 6.4Python Applications & Framework
- 6.5Desktop Applications & Web Applications
- 6.6Handling Exceptions with try-except
- 6.7Custom Exceptions and Error Handling Strategies
- 6.8Task 6: Develop an Website for Employee Payroll Management with exception handling.
- Week 7/8: Data Bases integration and Machine Learning8
- 7.1Python and MongoDB Integration (PyMongo Library)
- 7.2Flask and MongoDB (Integrating Flask with MongoDB and Building RESTful APIs)
- 7.3Tools for Importing and Exporting Data
- 7.4Machine Learning, AI, Data Science
- 7.5Machine Learning Models (Linear Regression, Logistic Regression)
- 7.6Machine Learning Models (SVM, KNN, K-Mean Clustering, ANN)
- 7.7Numpy for Numerical Computing
- 7.8Task 7: Numpy Indexing in Array Using Python.
- Week 8/8: Deep Learning Essentials6
- Recap of Course & Final Project preparation0