Topics :

What is an Application?

Overview of applications and their significance.

Types of Applications

Classification and examples of various application types.

Fundamentals of Web Applications

Basic concepts and components of web applications.

Web Application Architecture

Structure and design patterns in web application architecture.

Web Technologies used in Projects

Key technologies and frameworks used in web application development.

Topics :

Introduction to Software Development Life Cycle

The phases, importance, and overview of SDLC.

Application Lifecycle Management - ALM

Tools, processes, and overview of ALM.

SDLC Methodologies

Examination of different methodologies used in software development.

DevOps Process

Understanding the principles, practices, and benefits of DevOps.

Topics

Introduction To Agile & Scrum

Fundamental overview of Agile methodologies and the Scrum framework.

The Principles of Agile Methodology

Core principles of Agile focusing on iterative development and customer collaboration.

Scrum Framework: Roles, Artifacts, and Events

Key components of Scrum, including its roles, artifacts, and structured events.

4. Implementing Agile with Scrum

Strategies for applying Agile and Scrum practices in software development projects.

5. Agile Project Management Best Practices

Essential practices for leading Agile projects, emphasizing communication and continuous improvement.

Topics :

Introduction to Linux OS

Exploring the fundamentals of the Linux operating system.

Linux Distributions and Architecture

Understanding different distributions and the architecture of Linux.

Command Line Interface (CLI) & Filesystem

Mastering the CLI and navigating the Linux filesystem.

File Management and vi Editor

Managing files and editing them using the vi editor.

Archives and Package Management

Utilizing tar, zip utilities, and managing packages in Linux.

System Installation and Package Managers

Installing software on Ubuntu, using .deb files, and the APT package manager.

Users, Groups, and Permissions

Managing users and groups, and configuring permissions.

Networking Basics: IP Address, Protocols, & Ports

Introduction to networking in Linux: IP addresses, protocols, and ports.

Firewalls and Security Measures

Configuring firewalls and understanding basic security measures.

Load Balancers

Basics of load balancing in a Linux environment for optimizing performance and reliability

Topics Covered:

Database Fundamentals with Focus on OLAP and Data Warehouses

Cloud Computing Basics - IaaS, PaaS, and SaaS Explained

Introduction to the Snowflake Cloud Data Warehouse

Topics Covered:

Setting Up a Snowflake Account

Understanding Snowflake Editions and Cloud Platforms

Navigating the Snowflake UI and Web Interface

Topics :

Snowflake’s Architecture: Shared Disk and Shared Nothing Models

Introduction to Virtual Warehouses

Snowflake Storage and Computing Resources

Topics:

Creating and Managing Snowflake Databases

Understanding Snowflake Tables: Permanent, Transient, and Temp

Introduction to Table Cloning and Time Travel Features

Topics:

Understanding Schemas and Session Context

Implementing Constraints and Understanding Snowflake Data Types

Basic Security Management in Snowflake

Topics:

Deep Dive into Snowflake Cloning and Zero Copy Cloning

Advanced Query Performance Tuning Techniques

Optimizing Data Storage and Retrieval with Partitions and Clustering

Topics:

Leveraging Snowflake Stages for Data Import and Export

Using SnowPipes for Efficient Data Loading

Working with External Stages and Integrating with Cloud Storage Solutions

Topics:

Utilizing Snowflake Streams and Tasks for Automation and Real-time Processing

Snowflake Transactions and Data Integrity

Creating and Managing Views and Stored Procedures in Snowflake

Topics:

Introduction to SnowPark and its Capabilities

Utilizing SnowPark for Developing Advanced Data Pipelines

Integration of SnowPark with Data Science and Machine Learning Workflows

Topics:

Advanced Security Management and Role-Based Access Control (RBAC)

Using Snowflake with BI Tools: A focus on Power BI Integration

Preparing for Snowflake Certifications: Tips and Resources