AI in Civil Engineering: 5 Real-World No-Code AI Projects

About Course

Dive into the future of Civil Engineering with ‘AI in Civil Engineering: 5 Real-World No-Code AI Projects,’ where you’ll harness the power of artificial intelligence to revolutionize civil engineering practices without the need for coding expertise.

Course Content

Introduction
Introduction

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

Effortless Data Refinement: No-Code Data Cleaning & Preprocessing
Effortless Data Refinement: No-Code Data Cleaning & Preprocessing

Project-1: Predicting Material Failure Strain Based on Stress-Strain Data
Project-1: Predicting Material Failure Strain Based on Stress-Strain Data

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

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

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

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

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

Add this certificate to your resume to demonstrate your skills & increase your chances of getting noticed.

About Course

Course Content

Introduction Introduction

Cultivating Intelligence: Introduction to Altair RapidMiner Cultivating Intelligence: Introduction to Altair RapidMiner

Rapid Set-Up: Installing the Turbocharged No-Code AI Tool

Interface Expedition: Navigating RapidMiner’s Realm

Rapid Dive: Launching Your Journey with RapidMiner

Data Influx: Importing Streams into RapidMiner

Effortless Data Refinement: No-Code Data Cleaning & Preprocessing Effortless Data Refinement: No-Code Data Cleaning & Preprocessing

Data Management: Handling Missing Values

Data Normalization: Detecting and Managing Outliers

Filtering Techniques: Refining Data Selection

Dataset Integration: Merging Tables for Insight

Aggregation Methods: Blending Data for Analysis

Feature Engineering: Transforming Data Attributes

Discretization Strategies: Enhancing Data Representation

My First No-Code AI Project

Project-1: Predicting Material Failure Strain Based on Stress-Strain Data Project-1: Predicting Material Failure Strain Based on Stress-Strain Data

Project Prelude: Unravelling the Problem Statement

Setting the Context: Unveiling the Project Background

Data Discovery Journey: Exploring the Dataset

Hands-on Data Dive: Importing the Essentials

Hands-on EDA Essentials: Navigating the Data Landscape

Hands-on Tidy Up: Mastering Data Cleaning and Preparation

Hands-on Model Crafting: Forging Predictive Power

Hands-on Spotlight on Outcome: The Results and Performance Analysis

Project-2: Predicting Punching Shear Resistance of Reinforced Concrete Slabs Project-2: Predicting Punching Shear Resistance of Reinforced Concrete Slabs

Project Prelude: Unravelling the Problem Statement

Setting the Context: Unveiling the Project Background

Data Discovery Journey: Exploring the Dataset

Hands-on Data Dive: Importing the Essentials

Hands-on EDA Essentials: Navigating the Data Landscape

Hands-on Tidy Up: Mastering Data Cleaning and Preparation

Hands-on Model Crafting: Forging Predictive Power

Hands-on Spotlight on Outcome: The Results and Performance Analysis

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

Project Prelude: Unravelling the Problem Statement

Setting the Context: Unveiling the Project Background

Data Discovery Journey: Exploring the Dataset

Hands-on Data Dive: Importing the Essentials

Hands-on EDA Essentials: Navigating the Data Landscape

Hands-on Tidy Up: Mastering Data Cleaning and Preparation

Hands-on Model Crafting: Forging Predictive Power

Hands-on Spotlight on Outcome: The Results and Performance Analysis

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

Project Prelude: Unravelling the Problem Statement

Setting the Context: Unveiling the Project Background

Data Discovery Journey: Exploring the Dataset

Hands-on Data Dive: Importing the Essentials

Hands-on EDA Essentials: Navigating the Data Landscape

Hands-on Tidy Up: Mastering Data Cleaning and Preparation

Hands-on Model Crafting: Forging Predictive Power

Hands-on Spotlight on Outcome: The Results and Performance Analysis

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

Project Prelude: Unravelling the Problem Statement

Setting the Context: Unveiling the Project Background

Data Discovery Journey: Exploring the Dataset

Hands-on Data Dive: Importing the Essentials

Hands-on EDA Essentials: Navigating the Data Landscape

Hands-on Tidy Up: Mastering Data Cleaning and Preparation

Hands-on Model Crafting: Forging Predictive Power

Hands-on Spotlight on Outcome: The Results and Performance Analysis

Earn a certificate

Quick Links

Resources

Support

Introduction
Introduction

Cultivating Intelligence: Introduction to Altair RapidMiner
Cultivating Intelligence: Introduction to Altair RapidMiner

Effortless Data Refinement: No-Code Data Cleaning & Preprocessing
Effortless Data Refinement: No-Code Data Cleaning & Preprocessing

Project-1: Predicting Material Failure Strain Based on Stress-Strain Data
Project-1: Predicting Material Failure Strain Based on Stress-Strain Data

Project-2: Predicting Punching Shear Resistance of Reinforced Concrete Slabs
Project-2: Predicting Punching Shear Resistance of Reinforced Concrete Slabs

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

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

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