Udemy – NLP Masterclass With Cutting Edge Models : For Every Student 2024-10
Udemy – NLP Masterclass With Cutting Edge Models : For Every Student 2024-10
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NLP Masterclass With Cutting Edge Models: For Every Student is a demystifying course on natural language processing (NLP) published by Udemy Online Academy. This course introduces fundamental concepts in NLP and moves on to advanced topics, focusing on modern models and tools such as Transformers, BERT, GPT, and other advanced architectures. You’ll explore encoding, text classification, sentiment analysis, named entity recognition, and more with hands-on coding exercises to reinforce your understanding. Whether you want to build chatbots, power text-based AI, or analyze large-scale data sets, this course will equip you with the practical and theoretical knowledge to excel in the field of NLP.
Key points of this course include NLP, advanced models, transformers, BERT, GPT, tokenization, text classification, sentiment analysis, named entity recognition, practical coding, conversational bots, text-based AI, large-scale data analysis, practical applications, theoretical understanding. This course is recommended for beginners who want to learn natural language processing from basic to advanced level, researchers in artificial intelligence and natural language processing, and people who want to switch to Python from Matlab and other programming languages.
What you will learn in NLP Masterclass With Cutting Edge Models : For Every Student:
- Text Preprocessing and Text Vectorization
- Machine Learning Methods for Text Classification
- Neural Networks for Text Classification
- Sentiment Analysis and Spam Detection
- Topic Modeling
- Word Embedding and Neural Word Embedding
- Word2Vec and GloVe
- Generative Artificial Intelligence for Text Data
- Markov Models for Text Generation
- Recurrent Neural Networks and LSTM
- Seq2Seq Networks for Text Generation
- Machine Translation
- Transformers
- And…
Course specifications
Publisher: Udemy
Instructors: Zeeshan Ahmad
Language: English
Level: Introductory to Advanced
Number of Lessons: 195
Duration: 27 hours and 6 minutes
Course topics
NLP Masterclass With Cutting Edge Models : For Every Student Prerequisites
Some Python Programming Knowledge
Some knowledge about machine learning is preferred
Pictures
NLP Masterclass With Cutting Edge Models : For Every Student introduction video
Installation guide
After Extract, watch with your favorite Player.
Subtitle: None
Quality: 720p
Download link
Download Part 1 – 2 GB
Download Part 2 – 2 GB
Download Part 3 – 2 GB
Download Part 4 – 2 GB
Download Part 5 – 50 MB
Size
8 GB
