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Machine Learning
Research • AI • Data Science
Dr. Harpreet Singh
AI & Research Hub.
Explore a curated learning and research resource hub covering Machine Learning, Artificial Intelligence, Computer Vision, Data Analytics, Deep Learning, healthcare AI, smart agriculture, IoT and sensor-driven intelligent systems.
Machine Learning
Artificial Intelligence
Computer Vision
Data Analytics
Healthcare AI
Smart Agriculture
IoT & Sensors
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Resources
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Categories
AI
Research Focus
Google Scholar
Publications & citations
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LinkedIn
Professional profile
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Kaggle
Data & ML work
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ResearchGate
Research publications
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Featured Research
AI-Driven Research & Innovation
Explore research themes connecting AI, sensors, healthcare, agriculture and intelligent systems.
Featured Learning
Data Analysis with Python
Build strong foundations in data analysis and computational workflows using Python, Pandas and practical data science techniques.
Research Areas
Machine Learning
Classification, prediction, ensemble models and intelligent analytics
3
VIDEOS
02
Neural Networks
Neural Networks from Scratch — Introduction & Neurons
03
Neural Networks
Neural Networks from Scratch — Coding a Layer
Computer Vision & Image Processing
Face recognition, segmentation and vision-based AI
3
VIDEOS
01
Computer Vision
Face Recognition Using OpenCV & VGG16
02
Computer Vision
Gender Classifier & Age Estimator Using ResNet
03
Deep Learning
Face Recognition Application Using Deep Learning
Healthcare AI
AI, medical imaging, digital health and intelligent healthcare systems
3
VIDEOS
01
Healthcare AI
Deep Learning Applications for Medical Imaging
02
Digital Health
Data Science Workflows for Healthcare Applications
03
Prediction
Predictive AI Models for Real-World Healthcare Problems
AI for Agriculture & Plant Science
Plant health, smart farming, crop monitoring and sensor intelligence
3
VIDEOS
01
Smart Agriculture
Smart Farming — AI & Sensor-Based Agriculture
02
Plant AI
Data-Driven Plant Stress Assessment Using AI
03
Data Analytics
Data Analysis for Data-Driven Agriculture
Sensors, IoT & Intelligent Systems
Sensor data, IoT systems and AI-enabled intelligent devices
3
VIDEOS
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AIoT
Building AI + IoT Systems for Real-World Applications
02
Sensors
Sensor Data Processing & Machine Learning
03
IoT Data
Working with Real-World Sensor & IoT Data
Data Science & Analytics
Python, Pandas, exploratory analysis and practical workflows
3
VIDEOS
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Data Science
Automated Exploratory Data Analysis Project
02
Data Analysis
Real-World Data Science Tasks with Python & Pandas
03
Python
Data Analysis with Python — Full Course
Deep Learning & Neural Networks
Neural networks, activation functions and deep learning
3
VIDEOS
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Deep Learning
Neural Networks from Scratch — The Dot Product
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Deep Learning
Hidden Layer Activation Functions
03
Keras
Create an Artificial Neural Network Using Keras
Research & Project Development
From problem formulation to data, modelling and deployment
3
VIDEOS
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Research
End-to-End Data Science Projects — From Idea to Deployment
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Research Planning
Data Science Project Planning from Scratch
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Deployment
Machine Learning Models — Putting Research into Production
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