Course Content
Introduction
Introduction
0/9
Course Introduction
05:00
Pre-requisite for the course
00:00
Course Objectives & Expected Outcomes
05:46
Future Jobs in Agriculture Industry
07:15
Sneak Peek into Project – 1
02:38
Sneak Peek into Project – 2
00:00
Sneak Peek into Project – 3
00:00
Sneak Peek into Project – 4
00:00
Sneak Peek into Project – 5
00:00
Cultivating Intelligence: Introduction to Altair RapidMiner
Cultivating Intelligence: Introduction to Altair RapidMiner
0/4
Rapid Set-Up: Installing the Turbocharged No-Code AI Tool
00:00
Interface Expedition: Navigating RapidMiner’s Realm
00:00
Rapid Dive: Launching Your Journey with RapidMiner
00:00
Data Influx: Importing Streams into RapidMiner
00:00
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: AgriForecast: Precision Analytics for Crop Health & Disease Prediction
Project-1: AgriForecast: Precision Analytics for Crop Health & Disease Prediction
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Project Prelude: Unraveling the Challenge
02:43
Setting the Scene: Unveiling the Project’s Context
06:04
Data Discovery Journey: Exploring the Dataset
04:21
Hands-on Data Dive: Importing the Essentials
02:12
Hands-on EDA Essentials: Navigating the Data Landscape
05:17
Hands-on Tidy Up: Mastering Data Cleaning and Preparation
08:34
Hands-on Model Crafting: Forging Predictive Power
06:03
Hands-on Performance Spotlight: Illuminating Results and Analysis
04:39
Project-2: BeanGenomix: Advanced Varietal Analytics of Dry Beans for Enhanced Precision Farming
Project-2: BeanGenomix: Advanced Varietal Analytics of Dry Beans for Enhanced Precision Farming
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Project Prelude: Unraveling the Challenge
01:45
Setting the Scene: Unveiling the Project’s Context
06:19
Data Discovery Journey: Exploring the Dataset
05:53
Hands-on Data Dive: Importing the Essentials
01:18
Hands-on EDA Essentials: Navigating the Data Landscape
04:08
Hands-on Tidy Up: Mastering Data Cleaning and Preparation
01:51
Hands-on Model Crafting: Forging Predictive Power
03:15
Hands-on Performance Spotlight: Illuminating Results and Analysis
04:45
Project-3: AquaPredict: Groundwater Assessment for Sustainable Agriculture
Project-3: AquaPredict: Groundwater Assessment for Sustainable Agriculture
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Project Prelude: Unraveling the Challenge
04:23
Setting the Scene: Unveiling the Project’s Context
08:00
Data Discovery Journey: Exploring the Dataset
03:22
Hands-on Data Dive: Importing the Essentials
01:27
Hands-on EDA Essentials: Navigating the Data Landscape
03:00
Hands-on Tidy Up: Mastering Data Cleaning and Preparation
04:28
Hands-on Model Crafting: Forging Predictive Power
06:05
Hands-on Performance Spotlight: Illuminating Results and Analysis
03:23
Project-4: RecoCrop: Site-Specific Personalized Crop Recommendation System
Project-4: RecoCrop: Site-Specific Personalized Crop Recommendation System
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Project Prelude: Unraveling the Challenge
04:01
Setting the Scene: Unveiling the Project’s Context
05:18
Data Discovery Journey: Exploring the Dataset
06:58
Hands-on Data Dive: Importing the Essentials
01:23
Hands-on EDA Essentials: Navigating the Data Landscape
02:35
Hands-on Tidy Up: Mastering Data Cleaning and Preparation
01:26
Hands-on Model Crafting: Forging Predictive Power
02:39
Hands-on Performance Spotlight: Illuminating Results and Analysis
02:05
Project-5: FertiSync: AI-Powered Fertilizer Recommendation System
Project-5: FertiSync: AI-Powered Fertilizer Recommendation System
0/8
Project Prelude: Unraveling the Challenge
05:36
Setting the Scene: Unveiling the Project’s Context
05:22
Data Discovery Journey: Exploring the Dataset
05:45
Hands-on Data Dive: Importing the Essentials
01:37
Hands-on EDA Essentials: Navigating the Data Landscape
02:14
Hands-on Tidy Up: Mastering Data Cleaning and Preparation
01:40
Hands-on Model Crafting: Forging Predictive Power
02:39
Hands-on Performance Spotlight: Illuminating Results and Analysis
03:50
AI in Agriculture: 5 Real-World No-Code AI Projects
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