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Getting Started, Variables & Methods, Operators, Conditional and Looping Statements, Objects, Arrays, Python basics, If, If- else, Nested if-else, Looping, For, While, Nested loops, Control Structure, Break, Continue, Pass, Strings and Tuples, Accessing Strings, Basic Operations, String slices, Working with Lists, Accessing list, Operations, Function and Methods, Files, Modules, Dictionaries, Functions and Functional Programming, Declaring and calling Functions, Declare, assign and retrieve values from Lists, Introducing Tuples, Accessing tuples, Visualizing using Matplotlib, Seaborn, OOPs concept, Class and object, Attributes, Inheritance, Overloading, Overriding, Data hiding, Operations Exception, Exception Handling, except clause, Try-finally clause, User Defined Exceptions, Data wrangling, Data cleaning, Load images and audio files using python libraries(pillow/scikit-learn), Creation of python virtual environment
DBMS, MySQL, Database Design, Entity-Relationship Diagram, Codd’s 12 rules for RDBMS, SQL, Categories of SQL Commands, Normalisation, MySQL Data Types, Database Constraints, SQL Functions & Operators, Joins, Subquery, Views, Indexes, ACID Properties, Stored Procedures, Cursors, Triggers, Introduction to NoSQL, MongoDB, Introduction to Big Data
Problem Solving & Computational Thinking, Algorithms & Data, Structures, Basic Data Structures, Linked List Data Structures, Recursion, Trees & Applications, Searching Algorithms, Sorting Algorithms, Hash Functions and Hash Tables, Graph & Applications, Algorithm Designs, Analysis of different type of
Algorithms, Data Structure Implementation and Applications.
Introduction to OS, Introduction to Linux, Shell Programming, Processes, Signals, Threads, Memory management, Virtual Memory, Deadlock, Inter process communication
Git, Software Engineering, Software Development Life Cycle, Object Oriented Analysis and Design, Agile development model, Introduction to Atlassian Jira, Microservices, API gateway, DevOps, Containerization, Docker, YAML, Kubernetes, Software testing, Quality Assurance vs Quality Control vs Testing, STLC and V Model, Manual testing, Automation testing, Selenium , Jenkins, Introduction to Cloud, Cloud architecture, Service models: IaaS, PaaS, SaaS, Deployment models: Private, Public, Hybrid, Introduction to AWS
Model Layer, View Layer, Template Layer, Forms, Development Process, Administration, Security, Performance and Optimisation, Geographic Framework, Common Web Application Process, Other Core Functionalities, Handling HPPT requests, Class-based Views
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