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Udemy - 25 Projects in 25 days of AI Development Bootcamp 2024-11
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Course content
Sections:
5
•
Activities:
1
•
Resources:
25
- Announcements
- 1 Basic Calculator using Python
- 2 Image Classifier using Keras and TensorFlow
- 3 Simple Chatbot using predefined responses
- 4 Spam Email Detector using Scikitlearn
- 5 Handwritten Digit Recognition with MNIST dataset
- 6 Sentiment Analysis on text data using NLTK
- 7 Movie Recommendation System using cosine similarity
- 8 Predict House Prices with Linear Regression
- 9 Weather Forecasting using historical data
- 10 Basic Neural Network from scratch
- 11 Stock Price Prediction using historical data with a simple Linear Regression
- 12 Predict Diabetes using logistic regression
- 13 Dog vs Cat Classifier with CNN
- 14 TicTacToe AI using Minimax Algorithm
- 15 Credit Card Fraud Detection using Scikitlearn
- 16 Iris Flower Classification using decision trees
- 17 Simple Personal Assistant using Python speech libraries
- 18 Text Summarizer using Gensim
- 19 Fake Product Review Detection using NLP techniques
- 20 Detect Emotion in Text using Natural Language Toolkit NLTK
- 21 Book Recommendation System using collaborative filtering
- 22 Predict Car Prices using Random Forest
- 23 Identify Fake News using Naive Bayes
- 24 Create a Resume Scanner using keyword extraction
- 25 Customer Churn Prediction using classification algorithms