Data Analytics

Last Updated : April 23, 2024

Bim Academy

50 Lessons

0 Enrolled

About Course

Welcome to the Data Analytics Fundamentals course! This comprehensive program will give you the essential skills and knowledge to excel in Data Analytics. Whether you are new to data analysis or looking to enhance your existing skills, this course provides a solid foundation in data analytics concepts and tools. This job-oriented program prepares you for roles in data analytics and business intelligence.

Course Content

MODULE 1 : Snowflake Cloud Datawarehouse

Introduction to Cloud
Data Warehousing Concepts
Introduction to Snowflake
Connecting to Snowflake
Loading / Unloading Data into from Snowflake
Using Snowflake
Snowflake Continuous Data Pipelines
Sharing Data in Snowflake
Managing Your Snowflake Account
Understanding Snowflake Data Transfer Billing
Managing Security in Snowflake
Performance Tuning
Real Time Scenarios, Real Time Interview Questions
FAQs

MODULE 2 : SQL

Software Setup
Overview of Database
SQL statements
Understanding Data Types
SQL operators
Understanding SQL Expressions
Understanding Functions
Joins
Concepts on Sub Queries
DWH concepts

Module 3 Tableau

Tableau Training
Connecting to & Preparing Data
Modify data connections
Manage data properties
Exploring & Analyzing Data
Organize data and apply filters
Apply analytics to a worksheet
Sharing insights
Format view for presentation
Create and modify a dashboard
Understanding Tableau Concepts
Aggregation

Module 4 Power BI

Module 5 Capstone Project

MODULE 6 : SENSORS , ACTUATORS AND CONTROL

MODULE 7 : ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING

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About Course

What Will You Learn?

Course Content

MODULE 1 : Snowflake Cloud Datawarehouse

Introduction to Cloud

Data Warehousing Concepts

Introduction to Snowflake

Connecting to Snowflake

Loading / Unloading Data into from Snowflake

Using Snowflake

Snowflake Continuous Data Pipelines

Sharing Data in Snowflake

Managing Your Snowflake Account

Understanding Snowflake Data Transfer Billing

Managing Security in Snowflake

Performance Tuning

Real Time Scenarios, Real Time Interview Questions

FAQs

MODULE 2 : SQL

Software Setup

Overview of Database

SQL statements

Understanding Data Types

SQL operators

Understanding SQL Expressions

Understanding Functions

Joins

Concepts on Sub Queries

DWH concepts

Module 3 Tableau

Tableau Training

Connecting to & Preparing Data

Modify data connections

Manage data properties

Exploring & Analyzing Data

Organize data and apply filters

Apply analytics to a worksheet

Sharing insights

Format view for presentation

Create and modify a dashboard

Understanding Tableau Concepts

Aggregation

Module 4 Power BI

Power BI

Module 5 Capstone Project

Apply the knowledge and skills acquired throughout the program

Work on a real-world problem

Showcase proficiency in data analysis and communication skills

SESSION 1 : Market Insights & Ethics

SESSION 2 : Humanoid Robots : Form ,Movement, Perception , Decision Making

SESSION 3 : Linear , Rotational , and Complex Motion

SSESSION 4 : Joint , Link , and Complex Mechanism

MODULE 6 : SENSORS , ACTUATORS AND CONTROL

SESSION 5 : Sensors : Robotic Version of Five Senses

SESSION 6 : Actuators: Beyond Tiny Motors

SESSION 7 : Control : Theory and Practice

MODULE 7 : ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING

SESSION 8 : Introduction to AI and Machine Learning

SESSION 9 : Language Models to very Large Language Models

SESSION 10 : Multimodal AI : Sight , Sound and Action

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