Course Content
Introduction
Introduction
0/9
Course Introduction
04:26
Pre-requisite for the course
00:00
Course Objectives & Expected Outcomes
04:50
Future Jobs in Civil Engineering Industry
13:25
Sneak Peek into Project – 1
03:06
Sneak Peek into Project – 2
03:08
Sneak Peek into Project – 3
03:20
Sneak Peek into Project – 4
03:51
Sneak Peek into Project – 5
03:05
Cultivating Intelligence: Introduction to Altair RapidMiner
Cultivating Intelligence: Introduction to Altair RapidMiner
0/4
Rapid Set-Up: Installing the Turbocharged No-Code AI Tool
07:04
Interface Expedition: Navigating RapidMiner’s Realm
09:24
Rapid Dive: Launching Your Journey with RapidMiner
06:53
Data Influx: Importing Streams into RapidMiner
06:27
Effortless Data Refinement: No-Code Data Cleaning & Preprocessing
Effortless Data Refinement: No-Code Data Cleaning & Preprocessing
0/8
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 Tables for Insight
03:49
Aggregation Methods: Blending Data for Analysis
03:49
Feature Engineering: Transforming Data Attributes
03:27
Discretization Strategies: Enhancing Data Representation
05:14
My First No-Code AI Project
05:32
Project-1: Predicting Material Failure Strain Based on Stress-Strain Data
Project-1: Predicting Material Failure Strain Based on Stress-Strain Data
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Project Prelude: Unravelling the Problem Statement
01:55
Setting the Context: Unveiling the Project Background
05:22
Data Discovery Journey: Exploring the Dataset
04:12
Hands-on Data Dive: Importing the Essentials
04:14
Hands-on EDA Essentials: Navigating the Data Landscape
03:54
Hands-on Tidy Up: Mastering Data Cleaning and Preparation
05:19
Hands-on Model Crafting: Forging Predictive Power
07:18
Hands-on Spotlight on Outcome: The Results and Performance Analysis
04:18
Project-2: Predicting Punching Shear Resistance of Reinforced Concrete Slabs
Project-2: Predicting Punching Shear Resistance of Reinforced Concrete Slabs
0/8
Project Prelude: Unravelling the Problem Statement
02:15
Setting the Context: Unveiling the Project Background
04:00
Data Discovery Journey: Exploring the Dataset
05:37
Hands-on Data Dive: Importing the Essentials
03:13
Hands-on EDA Essentials: Navigating the Data Landscape
03:27
Hands-on Tidy Up: Mastering Data Cleaning and Preparation
03:14
Hands-on Model Crafting: Forging Predictive Power
03:28
Hands-on Spotlight on Outcome: The Results and Performance Analysis
03:57
Project-3: Predicting the Shear Strength of Reinforced Concrete Walls Using Structural and Material Properties
Project-3: Predicting the Shear Strength of Reinforced Concrete Walls Using Structural and Material Properties
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Project Prelude: Unravelling the Problem Statement
01:51
Setting the Context: Unveiling the Project Background
05:01
Data Discovery Journey: Exploring the Dataset
04:50
Hands-on Data Dive: Importing the Essentials
03:14
Hands-on EDA Essentials: Navigating the Data Landscape
03:01
Hands-on Tidy Up: Mastering Data Cleaning and Preparation
03:06
Hands-on Model Crafting: Forging Predictive Power
03:01
Hands-on Spotlight on Outcome: The Results and Performance Analysis
03:39
Project-4: Predicting Heating and Cooling Loads of Buildings for Energy Efficiency Optimization
Project-4: Predicting Heating and Cooling Loads of Buildings for Energy Efficiency Optimization
0/8
Project Prelude: Unravelling the Problem Statement
02:13
Setting the Context: Unveiling the Project Background
05:43
Data Discovery Journey: Exploring the Dataset
04:56
Hands-on Data Dive: Importing the Essentials
02:27
Hands-on EDA Essentials: Navigating the Data Landscape
03:09
Hands-on Tidy Up: Mastering Data Cleaning and Preparation
02:12
Hands-on Model Crafting: Forging Predictive Power
03:36
Hands-on Spotlight on Outcome: The Results and Performance Analysis
02:39
Project-5: Mitigating Nitrogen Pollution in Water Bodies to Protect Ecosystems & Public Health
Project-5: Mitigating Nitrogen Pollution in Water Bodies to Protect Ecosystems & Public Health
0/8
Project Prelude: Unravelling the Problem Statement
01:49
Setting the Context: Unveiling the Project Background
04:15
Data Discovery Journey: Exploring the Dataset
04:49
Hands-on Data Dive: Importing the Essentials
03:21
Hands-on EDA Essentials: Navigating the Data Landscape
02:21
Hands-on Tidy Up: Mastering Data Cleaning and Preparation
03:31
Hands-on Model Crafting: Forging Predictive Power
02:13
Hands-on Spotlight on Outcome: The Results and Performance Analysis
04:17
AI in Civil Engineering: 5 Real-World No-Code AI Projects
00:00
00:00
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