ARTIFICIAL INTELLIGENCE MASTER CLASS FOR 30 DAYS

🌟Learn from AI Experts

🌟Build Real Projects

🌟Master Python, TensorFlow, Neural Networks & More

✅Day 1: Introduction to AI | Introduction to Dialogflow | How to create your own chatbot using DialogFlow

Machine Learning

✅Day 2: python for AI and Libraries: Nupmy, Pandas, Matplotlib, Scikit-Learn

✅Day 3: Linear Algebra and Calculus

✅Day 4: Introduction To ML Model | Supervised: Logistic Regression, Decision Tree, Random Forest etc. | House Price Prediction Using Regression Model.

✅Day 5: Unsupervised ML Model | Clustering I Dimensionality Reduction | Association Rule Mining | Hands on Projects

✅Day 6: Model Evaluation and Cross-Validation: Confusion Matrix, Precision, Recall, F1-score.

Computer Vision

✅Day 7: Introduction to Computer vision & its Libraries: OpenCV, Ultralytics, darknet, yolov5, yolov8 | Camera calibration using OpenCV

✅Day 8: Face detection & Tracking using OpenCV and Haar Cascade

✅Day 9: Face recognition using OpenCV

✅Day 10: Face Emotion recognition using OpenCV

✅Day 11: Object Tracking based on color using OpenCV

Deep Learning

✅Day 12: Introduction to Deep Learning & Libraries: TensorFlow | Keras

✅Day 13: Deep learning algorithm & Designing Neural Network

✅Day 14: Real-time Object recognition using Pre-trained Model

✅Day 15: Image classification using CNN

✅Day 16: Hand Gesture Recognition using DL

✅Day 17: Leaf Disease Detection using Deep Learning

✅Day 18: Attendance System Face Recognition using DL

✅Day 19: Vehicle Detection & Tracking using DL

✅Day 20: Drowsiness Detection using DL

✅Day 21: Speech Recognition using DL

✅Day 22: Road Sign Recognition using DL

✅Day 23: AI Snake Game - Reinforcement Learning

Natural Language Processing (NLP)

✅Day 24: Natural Language Processing Essentials: Tokenization | Word2Vec| Steaming | TF-IDF

✅Day 25: Text summarization using NLP

✅Day 26: Sentiment Analysis using NLP

✅Day 27: REAL/Fake news detection using BERT

✅Day 28: Next Word Prediction using LSTM

✅Day 29: Title Generation from Paragraph using NLP

✅Day 30: GAN and OMR sheet

Regards,

Abdullah Al Zubaer,

AI Engineer, Gobeshona Learning Academy