AI Sciences

Introduction: Why Scala

Introduction: Scala Applications

Introduction: About the Instructor

Introduction: Introduction to Course

Introduction: Projects Overview

Overview: What is Scala

Overview: Scala Setup (Local Machine)

Overview: Scala Setup (Online)

Overview: Variables in Scala

Overview: Arithamatic Operations on Variables-1

Overview: Arithamatic Operations on Variables-2

Overview: Quiz (Arithmatic Operations)

Overview: Solution (Arithmatic Operations)

Overview: Quiz (Strings)

Overview: Solution (Strings)

Overview: Type Casting

Overview: Taking input from User

Overview: Quiz (User Input and Type Casting)

Overview: Solution (User Input and Type Casting)

Flow Control: Overview of Control Statements

Flow Control: If else statements

Flow Control: Conditions in If

Flow Control: Quiz (if statement)

Flow Control: Solution (if statement)

Flow Control: Nested if else

Flow Control: Quiz (nested if else)

Flow Control: Solution (nested if else)

Flow Control: Logical operators

Flow Control: Quiz (Logical operators)

Flow Control: Solution (Logical operators)

Flow Control: If else if

Flow Control: Quiz (if else if)

Flow Control: Solution(if else if)

Flow Control: Overview of Loops

Flow Control: Overview of While Loop

Flow Control: While Loop

Flow Control: Quiz (while loop)

Flow Control: Solution 1 (while loop)

Flow Control: Solution 2 (while loop)

Flow Control: Do While Loop

Flow Control: For Loop

Flow Control: Quiz (For Loop)

Flow Control: Solution (For Loop)

Flow Control: Quiz(For Loop)

Flow Control: Solution(For Loop)

Flow Control: Break

Flow Control: Break Fix

Flow Control: Project Overview

Flow Control: Project Solution Design

Flow Control: Project Solution Code 1

Flow Control: Project Solution Code 2

Flow Control: Project Solution Code 3

Flow Control: Project Solution Code 4

Functions: Overview of Functions

Functions: Writing addition function

Functions: Quiz (Basic Function)

Functions: Solution (Basic Function)

Functions: Functions common issues

Functions: Named Arguments

Functions: Quiz (String Concatination Function)

Functions: Solution (String Concatination Function)

Functions: Quiz (Dividing Code in Functions)

Functions: Solution (Dividing Code in Functions)

Functions: Default Arguments

Functions: Quiz(Default Arguments)

Functions: Solution(Default Arguments)

Functions: Anonymous Functions

Functions: Quiz(Anonymous Functions)

Functions: Solution(Anonymous Functions)

Functions: Scopes

Functions: Project Overview

Functions: Checking Credentials

Functions: Prompting the menu

Functions: Baisc Functions

Functions: Breaking code in more functions

Functions: Final Run

Classes: Introduction to Classes

Classes: Creating Class

Classes: Class Constructor

Classes: Functions and Classes

Classes: Project Overview

Classes: Basic Strucuture

Classes: Final Run

Data Structures: Introduction of Data Structures

Data Structures: Lists introduction

Data Structures: Lists Create and Delete Elements

Data Structures: Lists Take

Data Structures: ListBuffer Introduction

Data Structures: Add data in ListBuffer

Data Structures: Remove data from ListBuffer

Data Structures: Take data from ListBuffer

Data Structures: Project Overview

Data Structures: Project Architecture Discussion

Data Structures: Project Architecture Implementation

Data Structures: User Input for Objects

Data Structures: Implementing the control flow

Data Structures: Creating Required Functions inside Class

Data Structures: Overview of Maps

Data Structures: Creating Maps

Data Structures: Check Key in Map

Data Structures: Update Value in Map

Data Structures: Add and Remove items from Maps

Data Structures: Iterating on Maps

Data Structures: Project Overview

Data Structures: Project Architecture

Data Structures: Project Structure Code

Data Structures: Using Maps for word count

Data Structures: Final Run

Data Structures: Sets Overview

Data Structures: Add and Remove Item from the Set

Data Structures: Set Operations

Data Structures: Overview of Stack

Data Structures: Push and Pop in Stack

Data Structures: Stack Attributes

Data Structures: Project Overview

Data Structures: Project Architecture

Data Structures: Extra Closing Bracket Use Case

Data Structures: Extra Starting Bracket Use Case

Project: Project Introduction

Project: Why Spark

Project: Hadoop EcoSystem

Project: Spark Architecture

Project: Spark EcoSystem

Project: DataBricks Account

Project: Setting up DataBricks Cluster

Project: Spark Local Setup

Project: Spark Hadoop Setup

Project: Spark RDDs

Project: Spark RDDs (textFile, collect)

Project: Spark Local Run

Project: Understanding Map

Project: Understanding Flat Map

Project: Understanding Reduce By Key

Project: Word Count Example

Project: Spark DFs

Project: Spark DF Read Data

Project: Spark Print Schema, Select

Project: Spark GroupBy

Project: Spark DF Write

Project: Creating S3 bucket

Project: Creating Database in RDS

Project: Performing ETL

Introduction: Why MongoDB

Introduction: Applications of MongoDB

Introduction: Instructor Introduction

Introduction: What_s inside

Introduction: Methodology

Introduction: Project

Overview: SQL Schema

Overview: NoSQL Schema

Overview: Installing MongoDB

Overview: Setting Enviroment Variable

Overview: Analogies

Basic Mongo Operations: Basic Database commands

Basic Mongo Operations: Basic Database commands

Basic Mongo Operations: Basic Collection Commands

Basic Create Operation: Introduction to module

Basic Create Operation: Create Document (Single)

Basic Create Operation: Create Documents (Many)

Basic Create Operation: Quiz (Create Documents)

Basic Create Operation: Solution (Create Docuements)

Basic Create Operation: Quiz (Create Document)

Basic Create Operation: Solution (Create Document)

Basic Create Operation: Outro

Basic Update Operation: Introduction

Basic Update Operation: Update Documents (Sinlge Filter)

Basic Update Operation: Update Documents

Basic Update Operation: Quiz (Update Operation)

Basic Update Operation: Solution (Update Operation)

Basic Update Operation: Quiz (Update Operation)

Basic Update Operation: Solution (Update Operation)

Basic Update Operation: Solution (Update Operation)

Basic Update Operation: Outro

Basic Read Operation: Introduction

Basic Read Operation: Read Documents

Basic Read Operation: Quiz (Read Documents)

Basic Read Operation: Solution (Read Documents)

Basic Read Operation: Quiz (Read Documents)

Basic Read Operation: Solution (Read Documents)

Basic Read Operation: Outro

Basic Delete Operation: Introduction

Basic Delete Operation: Delete Document

Basic Delete Operation: Quiz (Delete Operation)

Basic Delete Operation: Solution (Delete Operation)

Basic Delete Operation: Quiz (Delete Operation)

Basic Delete Operation: Solution (Delete Operation)

Basic Delete Operation: Outro

Query and projection operators: Module Introduction

Query and projection operators: $eq Operator

Query and projection operators: $gt Operator

Query and projection operators: $lt Operator

Query and projection operators: $in Operator

Query and projection operators: $ne Operator

Query and projection operators: $nin Operator

Query and projection operators: $and Operator

Query and projection operators: $or Operator

Query and projection operators:$not Operator

Query and projection operators: $exists Operator

Query and projection operators: $types Operator

Query and projection operators: $expr Operator

Query and projection operators: $mod Operator

Query and projection operators: $text Operator

Query and projection operators: $all Operator

Query and projection operators: $elemMatch Operator

Query and projection operators: $size Operator

Query and projection operators: $ Operator

Query and projection operators: $slice Operator

Query and projection operators: Quiz ($eq)

Query and projection operators: Solution ($eq)

Query and projection operators: Quiz ($gt)

Query and projection operators: Solution ($gt)

Query and projection operators: Quiz ($gte)

Query and projection operators: Solution ($gte)

Query and projection operators: Quiz ($in)

Query and projection operators: Solution ($in)

Query and projection operators: Quiz ($lt)

Query and projection operators: Solution ($lt)

Query and projection operators: Quiz ($lte)

Query and projection operators: Solution ($lte)

Query and projection operators: Solution ($lte)

Query and projection operators: Quiz ($ne)

Query and projection operators: Solution ($ne)

Query and projection operators: Quiz ($nin)

Query and projection operators: Solution ($nin)

Query and projection operators: Solution ($nin)

Query and projection operators: Solution ($nin)

Query and projection operators: Quiz ($and)

Query and projection operators: Solution ($and)

Query and projection operators: Quiz ($or)

Query and projection operators: Solution ($or)

Query and projection operators: Solution ($or)

Query and projection operators: Quiz ($not)

Query and projection operators: Solution ($not)

Query and projection operators: Solution ($not)

Query and projection operators: Solution ($not)

Query and projection operators: Quiz ($exists)

Query and projection operators: Solution ($exists)

Query and projection operators: Quiz($expr)

Query and projection operators: Solution($expr)

Query and projection operators: Quiz($mod)

Query and projection operators: Solution($mod)

Query and projection operators: Quiz($text)

Query and projection operators: Solution($text)

Query and projection operators: Quiz($all)

Query and projection operators: Solution($all)

Query and projection operators: Solution($all)

Query and projection operators: Quiz($elemMatch)

Query and projection operators: Solution($elemMatch)

Query and projection operators: Solution($elemMatch)

Query and projection operators: Quiz($size)

Query and projection operators: Solution($size)

Update Operators: $currentDate operator

Update Operators: $inc operator

Update Operators: $inc operator

Update Operators: $min operator

Update Operators: $max operator

Update Operators: $mul operator

Update Operators: $rename operator

Update Operators: $set operator

Update Operators: $set operator

Update Operators: $unset operator

Update Operators: $addToSet operator

Update Operators: $pop operator

Update Operators: $pull operator

Update Operators: $push operator

Update Operators: $each operator

Update Operators: $position operator

Update Operators: $sort operator

Update Operators: Quiz (Update Operators)

Update Operators: Solution (Update Operators)

Update Operators: Solution (Update Operators)

Update Operators: Solution (Update Operators)

Update Operators: Solution (Update Operators)

Update Operators: Quiz (Update Operators)

Update Operators: Solution (Update Operators)

Update Operators: Solution (Update Operators)

Update Operators: Solution (Update Operators)

Mongo with Node: Installing Node on local machine

Mongo with Node: Installing VS code

Mongo with Node: Mongo atlas

Mongo with Node: Create Cluster on Mongo atlas

Mongo with Node: Creating User in Atlas

Mongo with Node: Network Access

Mongo with Node: Database and Collections

Mongo with Node: Connect Node with Mongo

Mongo with Node: Get databases

Mongo with Node: Insert in Mongo using Node

Mongo with Node: Read from Mongo using Node

Mongo with Node: Update in Mongo using Node

Mongo with Node: Delete from Mongo using Node

Mongo with Python: PyCharm

Mongo with Python: Creating Connection

Mongo with Python: Insert in Mongo using Python

Mongo with Python: Read from Mongo using Python

Mongo with Python: Update in Mongo using Python

Mongo with Python:Delete in Mongo using Python

Django with Mongo: Django Installation

Django with Mongo: Creating App

Django with Mongo: Setting up Django with Mongo

Django with Mongo: Django Migrations

Django with Mongo: Django Urls and Views

Django with Mongo: Django with Postman

Django with Mongo: Django get Data from Postman

Django with Mongo: Insert in Mongo using Django

Django with Mongo: Read from Mongo using Django

Django with Mongo: Update in Mongo using Django

Django with Mongo: Detele in Mongo using Django

Spark With Mongo: Databricks for Spark

Spark With Mongo: Installing Libraries

Spark With Mongo: Data Overview

Spark With Mongo: ETL

Introduction: Introduction to Course

Introduction: What is AWS

Introduction to AWS: Creating AWS Account

Introduction to AWS: Exploring AWS Management Console

Introduction to AWS: Overview of AWS Services

Introduction to AWS: AWS Services

Introduction to AWS: IAM Policy Overview

Introduction to AWS: IAM Demo

Compute and Storage Services: Simple Storage Service

Compute and Storage Services: S3 Versioning

Compute and Storage Services: S3 Lifecyle

Compute and Storage Services: S3 Event Triggers

Compute and Storage Services: Introduction to AWS Lambda

Compute and Storage Services: Parsing Event in Lambda

Compute and Storage Services: Lambda Layer Introduction

Compute and Storage Services: Creating Lambda Layer

Compute and Storage Services: How to add Layer

Compute and Storage Services: AWS Glue

Compute and Storage Services: AWS Glue Job

Compute and Storage Services: Glue Crawler

Infrastructure as Code and Automation: Introduction to Cloudformation

Infrastructure as Code and Automation: Creating S3 Bucket using Cloudformation

Infrastructure as Code and Automation: AWS CLI

Network and database: Introduction to Virtual Private Cloud

Network and database: Creating Virtual Private Cloud using Console

Network and database: AWS Relational Database Service

Network and database: Creating RDS Database using Console

Network and database: Accessing RDS Instance using Glue

Network and database: Introduction to AWS Redshift

Network and database: Creating Redshift Cluster in Console

Network and database: Dynamodb

Network and database: Creating and Accessing Dynamodb Table

Additional Services: Introduction to AWS Security and Simple Queue Service

Additional Services: Accessing Secret Manager and Key Management Service using Console

Additional Services: Creating a Queue in Simple Queue Service

Additional Services: Introduction to Simple Notification Service

Additional Services: Creating and Sending Email using Simple Notification Service

Hands On Exercise: Problem Statement

Hands On Exercise: Proposed Solution

Hands On Exercise: Exploring the Lambda Function

Hands On Exercise: Testing the Pipeline

Hands On Exercise: Analyze the Data using Athena

Introduction: Introduction to Azure

Introduction: Importance of Cloud Computing

Introduction: Basics of Azure Services

Introduction: Create Azure Account

Introduction: Create Resource Group

Introduction: Course Content

Mastering Azure Databricks: Introduction to Module

Mastering Azure Databricks: What is Databricks

Mastering Azure Databricks: Create Databricks Service

Mastering Azure Databricks: What is Cluster

Mastering Azure Databricks: Create Cluster

Mastering Azure Databricks: Databricks Storage System

Mastering Azure Databricks: WorkSpace Features

Mastering Azure Databricks: Read from DBFS

Mastering Azure Databricks: Read from Hive_Metastore

Mastering Azure Databricks: Data Writing Into DB Storage

Mastering Azure Databricks: Advance Data Processing

Mastering Azure Storage Accounts: Introduction to Module

Mastering Azure Storage Accounts: What is Azure Storage

Mastering Azure Storage Accounts: Popular Cloud Storage

Mastering Azure Storage Accounts: Storage Account Performance

Mastering Azure Storage Accounts: Storage Redundancy

Mastering Azure Storage Accounts: Primary Region Redundancy

Mastering Azure Storage Accounts: Secondary Region Redundancy

Mastering Azure Storage Accounts: Azure Blob Storage

Mastering Azure Storage Accounts: Blob Access Tier

Mastering Azure Storage Accounts: Azure File Storage

Mastering Azure Storage Accounts: Azure Queue Storage

Mastering Azure Storage Accounts: Azure Table Storage

Mastering Azure Storage Accounts: Create Azure Service 2

Mastering Azure Data Factory: Introduction to Module

Mastering Azure Data Factory: What is ADF

Mastering Azure Data Factory: ADF an ETL Tool

Mastering Azure Data Factory: Creat ADF service

Mastering Azure Data Factory: Integration Runtime

Mastering Azure Data Factory: Create Integrtion Runtime

Mastering Azure Data Factory: Linked Service

Mastering Azure Data Factory: Datasets

Mastering Azure Data Factory: Activities

Mastering Azure Data Factory: Pipelines

Mastering Azure Data Factory: Create Pipeline

Mastering Azure Data Factory: Trigger

Mastering Azure Data Factory: Schedule Trigger

Mastering Azure Data Factory: Tumbling Window Trigger

Mastering Azure Data Factory: Event Based Trigger

Mastering Azure Data Factory: Create Trigger

Mastering Azure Data Factory: Data Flows

Mastering Azure Key Vault: Introduction to Module

Mastering Azure Key Vault: What is Key Vault

Mastering Azure Key Vault: Key Features

Mastering Azure Key Vault: Create Key Vault Service

Mastering Azure Key Vault: Create Secrets

Mastering Azure Key Vault: Create Linked Service