Embark on a comprehensive journey through 14 hours of hands-on machine learning projects in Python, covering a wide range of applications from financial analysis to computer vision. Learn to develop and deploy ML models for real-world scenarios, including customer subscription prediction, cancer detection, house price forecasting, and image classification. Master essential techniques such as regression, neural networks, and convolutional neural networks (CNNs) while gaining practical experience with popular frameworks like TensorFlow and Keras. Explore deployment strategies using Flask, Heroku, and AWS EC2, and dive into advanced topics like transfer learning with pre-trained models such as VGG16, ResNet50, and InceptionV3. Build exciting computer vision applications, including face detection, car detection, and live video processing. By the end of this course, you'll have the skills to create, train, evaluate, and deploy machine learning models for various industries, including finance, healthcare, real estate, and agriculture.
Overview
Syllabus
ML Project in Hindi: Directing Customers To Subscription Through Financial App Behavior Analysis 01.
ML Project in Hindi: Breast Cancer Detection Using Machine Learning Classifier 02.
ML Project Deployment Using Flask with Heroku: Breast Cancer Detection App Using Machine Learning.
ML Project in Hindi | Kaggle Competition: House Price Prediction-Advance Regression Technique.
Machine Learning Project End To End Till Deployment in Hindi | Student Mark Prediction in Python.
ML Project Deployment Using Flask on Local Machine | Student Mark Predictor App | Machine Learning.
ML Project Deployment on AWS EC2 Instance Using Flask |Student Mark Predictor App | Machine Learning.
Bangalore House Price Prediction Machine Learning Project till Deployment | Data Science Project.
First Deep Learning Project End to End in Hindi | Fashion-MNIST | Neural Network | Machine Learning.
Support Vector Regression Algorithm in Detail in Hindi | Data Science | Machine Learning Tutorial.
#1 Deep Learning Project using Convolutional Neural Network | Fashion MNIST Classification in Hindi.
#2 Deep Learning Project: How to use Google Colab in Hindi | CNN - Fashion MNIST Classification.
#3 Deep Learning Project using Convolutional Neural Network | Fashion MNIST Classification in Hindi.
#4 Deep Learning Project using Convolutional Neural Network | Fashion MNIST Classification in Hindi.
#5 Deep Learning Project using CNN: Test & Evaluate Model | Fashion MNIST Classification in Hindi.
#6 Deep Learning Project using CNN: Confusion Matrix & Classification Report in Hindi |Fashion-MNIST.
#7 Save & Load Keras / TensorFlow Model in Hindi - Deep Learning Project using CNN |Machine Learning.
#8 Deep Learning Project using Convolutional Neural Network | Fashion MNIST Classification in Hindi.
1: Horse or Human Prediction Deep Learning | Machine Learning Project | Computer Vision in Hindi.
2: Horse or Human Prediction Deep Learning | Machine Learning Project | Computer Vision in Hindi.
3: Horse or Human Prediction Deep Learning | Machine Learning Project | Computer Vision in Hindi.
4: Horse or Human Prediction Deep Learning | Machine Learning Project | Computer Vision in Hindi.
5: Horse or Human Prediction Deep Learning | Machine Learning Project | Computer Vision in Hindi.
6: Horse or Human Prediction Deep Learning | Machine Learning Project | Computer Vision in Hindi.
7: Horse or Human Prediction Deep Learning | Machine Learning Project | Computer Vision in Hindi.
Toor/Arhar Plant Disease Prediction using Artificial Intelligence | AI in Agriculture Project.
Deploy TensorFlow Keras Model on AWS | 8: Horse or Human Prediction Deep Learning Project in Hindi.
How to Install TensorFlow & Keras in Local Computer || GPU & CPU || Deep Learning | Machine Learning.
Build Your Own Face Detection App in Just 5 Minutes | FaceApp Project | Computer Vision | OpenCV.
Cotton Plant Disease Prediction &Cure App using Artificial Intelligence | AI in Agriculture Project.
VGG16 Convolution Neural Network Architecture explain with Practical in Hindi | Deep Learning | AI.
Resnet50 Convolution Neural Network Architecture Explain In Hindi | Object Detection | Deep Learning.
InceptionV3 CNN Architecture Explain In Hindi | Object Detection | Computer Vision | Deep Learning.
Build Your Own Live Car Detection App in 7 Minutes | Computer Vision | OpenCV | AI Project.
Build Your Own Live Body Detection App in 7 Minutes | Computer Vision | OpenCV | AI Project.
Build Your Own Live Video To Draw Sketch App In 6 Minutes | Computer Vision | OpenCV | AI Project.
#3Cotton Plant Disease Prediction &Cure App Model Building using CNN | AI in Agriculture Project.
#4 AI Model Deployment Cotton Plant Disease Prediction & Cure App | AI in Agriculture Project.
#3 Live Face Mask Detection AI App Project | Computer Vision | Deep Learning | Indian AI Production.
Top 10 Indian YouTuber Recognizer AI APP | Data Science App | Machine Learning APP.
Deployment of AI Project In Edge Devices | Everything About Edge Devices | IoT Project.
MASK R-CNN Inference on Google Colab | Deep Learning | Computer Vision | AI.
Best Instance Segmentation Models | Computer Vision | Deep Learning | Machine learning.
Taught by
Indian AI Production
