I Built an AI that Reads Handwriting with 98% Accuracy! (Python Tutorial)
🚀 20 AI/ML PROJECTS SERIES - PROJECT 1/20
🤖 Build an AI that Recognizes Handwritten Digits! | MNIST Deep Learning Tutorial
Welcome to the FIRST project in my ambitious 20 AI/ML Projects Series! Over the next year, we'll build 20 real-world
artificial intelligence and machine learning applications from scratch. This is your complete journey from beginner to
advanced!
In PROJECT 1, we build a Convolutional Neural Network (CNN) from scratch using TensorFlow and Keras to recognize
handwritten digits with 98%+ accuracy!
⏱️ TIMESTAMPS:
0:00 - 20 Projects Series Announcement!
0:30 - Project 1 Introduction
0:55 - Understanding MNIST Dataset
1:18 - Setting Up Libraries
2:00 - Loading the Data
3:10 - Data Preprocessing
6:45 - Building the CNN Architecture
13:10 - Compiling the Model14:00 - Training the Neural Network
18:10 - Evaluating Performance
20:40 - Saving the Model
21:20 - Making Predictions
26:00 - Real-World Web App Demo
27:25 - Key Takeaways
28:25 - Outro
💻 FULL CODE & RESOURCES:
Google AI Certification: https://rsvp.withgoogle.com/events/go...
GitHub Repository: https://github.com/ramakrishnagorpena...
Flask Web App Code: https://github.com/ramakrishnagorpena...
React Frontend Code: https://github.com/ramakrishnagorpena...
Dataset: http://yann.lecun.com/exdb/mnist/
📚 20 PROJECTS SERIES PLAYLIST:
🎯 UPCOMING PROJECTS (Sneak Peek):
Project 2: Face Generation with GANs
Project 3: Sentiment Analysis
Project 4: Object Detection (YOLO)
Project 5: Chatbot with NLP
... and 15 more!
🔗 USEFUL RESOURCES:
TensorFlow Documentation: https://www.tensorflow.org/
Deep Learning: https://www.deeplearning.ai/
My AI/ML Learning Roadmap: https://www.notion.com/templates/ai-m...
📱 CONNECT WITH ME:
Instagram: @imfru_guys
: im_rk03
GitHub: https://github.com/ramakrishnagorpena
🎓 WHAT YOU'LL LEARN IN THIS SERIES:
✅ Computer Vision
✅ Natural Language Processing
✅ Generative AI
✅ Reinforcement Learning
✅ Time Series Analysis
✅ Recommendation Systems
✅ And much more!
💬 ENGAGEMENT:
What project are YOU most excited about?- Have suggestions for the 20 projects? Comment below!
Share your results if you follow along!
#MachineLearning #AI #Python #DeepLearning #TensorFlow #Programming #Coding #Tutorial #ArtificialIntelligence #NeuralNetwork #MNIST #ComputerVision #DataScience #LearnAI #techtutorial
#20AIProjects #CNN #MNIST #DataScience #tech #LearnAI #ProjectSeries #IMFRU-GUYS #mrbeast #flyingbeast
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PROJECT 1/20 ✅ - SEE YOU IN PROJECT 2! 🚀