Course Content
Course Introduction
Course Introduction
0/2
Why to opt for this course?
02:13
Course Objectives and Expected Outcomes
00:00
AI around us
AI around us
0/3
AI around us – Part-1
00:00
AI around us – Part-2
15:03
AI in industry: How it works
09:07
AI Industry Applications in IT Management
AI Industry Applications in IT Management
0/10
Cybersecurity
02:28
Network Monitoring
02:20
IT Helpdesk Support
02:26
Predictive Maintenance
00:00
Incident Management
02:27
Data Management
00:00
Software Development
02:31
Cloud Management
00:00
User Behavior Analytics
02:36
IT Asset Management
02:21
Exploring Artificial Intelligence
Exploring Artificial Intelligence
0/8
What is AI?
07:00
Narrow Vs General Vs Super AI
12:14
Machine Learning and its types
12:17
Popular Industry Use Cases of Machine Learning
05:59
Deep Learning & its Industry Applications
06:17
Data Science & its Industry Applications
05:18
AI in Nutshell
06:37
Dispelling Myths about AI
00:00
Understanding No-Code AI
Understanding No-Code AI
0/2
Introduction to No-Code AI
00:00
Popular No-Code AI Platforms
00:00
Getting started with Altair RapidMiner AI Studio
Getting started with Altair RapidMiner AI Studio
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Step-by-Step Installation
07:04
Understanding the Interface
09:24
Getting Started with the Platform
06:53
Importing Data into the Platform
06:27
Working with Altair RapidMiner AI Studio
Working with Altair RapidMiner AI Studio
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Data Management: Handling Missing Values
06:23
Data Normalization: Detecting and Managing Outliers
06:28
Filtering Techniques: Refining Data Selection
04:07
Dataset Integration: Merging Data Sources for Insights
03:49
Data Aggregation: Blending Data for Analysis
03:49
Feature Engineering: Data Attributes
03:27
Discretization Strategies: Enhancing Data Representation
05:14
My First No-Code AI Project
05:32
No-Code AI Capstone Project in IT Management – Project Framework & Overview
No-Code AI Capstone Project in IT Management - Project Framework & Overview
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Project Prelude: Unravelling the Problem Statement
02:38
Setting the Context: Unveiling the Project Background
02:29
Project Objectives and Expected Outcomes
03:58
Data Discovery Journey: Exploring the Dataset
02:56
Project Implementation Approach: Understanding Project Step-by-Step
03:38
No-Code AI Capstone Project in IT Management – Project Hands-on Implementation
No-Code AI Capstone Project in IT Management - Project Hands-on Implementation
0/8
Hands-on Data Dive: Importing the Dataset
00:00
Hands-on EDA Essentials: Navigating the Data Landscape
00:00
Hands-on Tidy-up: Mastering Data Cleaning
00:00
Hands-on Readiness: Mastering Data Preprocessing
00:00
Hands-on Learning: Training the Prediction Model
00:00
Hands-on Evaluation: Testing the Prediction Model
02:18
Hands-on Spotlight on Outcome: The Result and Performance Analysis
04:00
Hands-on Insights: Extending the project learnings
02:22
No-Code AI for IT Management Professionals

Course Objectives and Expected Outcomes

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No Code AI for all

Learn implementation of AI in your domain without the knowledge of programming skills.

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