Practical Nlp & Dl: From Text To Neural Networks (12+ Hours)
Published 6/2025
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Language: English | Duration: 12h 3m | Size: 4.5 GB
Learn text preprocessing, vectorization, neural networks, CNNs, RNNs, and deep learning with real-world NLP project
What you'll learn
Learn core NLP tasks like tokenization, stemming, lemmatization, POS tagging, and entity recognition for effective text preprocessing.
Convert text into vectors using One-Hot, TF-IDF, BOW, N-grams, and Word2Vec for ML and DL models.
Understand and implement neural networks, including perceptron, ANN, and backpropagation with math.
Master deep learning concepts like activation functions, loss functions, and optimization...