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Automata School
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ANON STUDIOS 254
Exploring AI / ML / DL Quizzes
Day 1
Introduction to AI, ML, and DL
Day 2
Fundamentals of Machine Learning
Day 3
Introduction to Python and NumPy
Day 4
Exploratory Data Analysis (EDA)
Day 5
Linear Regression
Day 6
Logistic Regression
Day 7
Decision Trees
Day 8
Random Forests
Day 9
Support Vector Machines (SVMs)
Day 10
K-Nearest Neighbors (KNN)
Day 11
Clustering Algorithms
Day 12
Dimensionality Reduction
Day 13
Introduction to Deep Learning
Day 14
Convolutional Neural Networks (CNNs)
Day 15
Recurrent Neural Networks (RNNs)
Day 16
Generative Adversarial Networks (GANs)
Day 17
Reinforcement Learning
Day 18
Unsupervised Learning Techniques
Day 19
Model Evaluation and Optimization
Day 20
Intro to Natural Language Processing
Day 21
Text Preprocessing & Feature Engineering
Day 22
Classical NLP Algorithms
Day 23
Deep Learning for NLP
Day 24
Named Entity Recognition (NER)
Day 25
Text Generation
Day 26
Question Answering
Day 27
Dialogue Systems and Chatbots
Day 28
Multilingual NLP
Day 29
NLP Applications in the Real World
Day 30
Ethical Considerations in NLP