December 23, 2024
Day 11  -  Next word Prediction using LSTM

Day 11 – Next word Prediction using LSTM

Video by pantechelearning via YouTube
Source
Day 11  -  Next word Prediction using LSTM

1 MONTH INTERNSHIP ON NATURAL LANGUAGE PROCESSING
Fee: Rs.1999
Discount Fee: Rs.799
Registration link – https://rzp.io/l/ueqE4WM
*BATCH II INTERNSHIP LAST DATE – 21.04.2024*
—————————————————–
*YOU CAN JOIN OUR 4 IN 1 COMBO OFFER*
Fee: Rs.1299
LIMITED OFFER ONLY/-
Registration link – https://rzp.io/l/DpWKjui
PYTHON + NATURAL LANGUAGE PROCESSING + MACHINE LEARNING + GENERATIVE AI
BATCH II INTERNSHIP ENDS ON 21.04.2024
————————————————————————————————————————
Day 1 : Introduction to NLP, and Machine Learning
Day 2 : Regex
Day 3 : Pandas for NLP
Day 4 : Text preprocessing -1 : Tokenization, Stemming, Lemmatization, Stop words
Day 5 : Text preprocessing -2: Bag of Words, TFIDF, Ngrams
Day 6 : Sentiment Classification on Amazon Reviews using Machine Learning
Day 7 : Introduction to Deep learning, Tensorflow basics
Day 8 : Advanced preprocessing – word2vec, average word2vec.
Day 9 : Advanced preprocessing implementation
Day 10 : RNN , LSTM architecture walkthrough
Day 11 : Next word Prediction using LSTM
Day 12 : Generating Poetic text using LSTM
Day 13 : Fake News Classifier using Bidirectional LSTM
Day 14 : Seq2Seq Models
Day 15 : Text Summarization using LSTM encoder-decoder architecture
Day 16 : LLM introduction, Transformer Architecture
Day 17 : Hugging Face, Fine tuning a pretrained model on custom dataset
Day 18 : LangChain, Chat with Books and PDF Files with Llama 2 and Pinecone
Day 19 : Blog Generation LLM app using Llama 2
Day 20: SQL Query LLM using Google Gemini
Day 21 : Youtube Video Transcribe Summarizer LLM App With Google Gemini

Go to Source