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Udemy - 25 Projects in 25 days of AI Development Bootcamp 2024-11
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Oct 2025
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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
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Section 1
1 - Week 1
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
Section 2
2 - Week 2
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
Section 3
3 - Week 3
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
Section 4
4 - Week 4
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
Section 5
5 - Week 5
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
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Udemy - 25 Projects in 25 days of AI Development Bootcamp 2024-11
Course modified date:
5 Oct 2025
Udemy - 25 Projects in 25 days of AI Development Bootcamp 2024-11
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