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Natural Language Processing | AlgoNerd

TRACK 23•Deep Learning Track•ADVANCED

Natural Language Processing

Name: Natural Language Processing
Price: 3499.00 INR
Availability: InStock

Text representation, Word2Vec, sequence models, and attention — foundations of modern NLP.

Transformer ArchitecturesPyTorch & GPU ImplementationsFull Syllabus Access

Instructor

•

12 Modules

•

12 Lessons & Labs

Enrollment1-Year Full Access

₹3,499

Instant 24/7 course activation & access

1-Year full access to all 12 modules & labs

Verified Certificate of Completion

Please login or register to access the curriculum modules.

Overview & Outcomes

Course Learning Objectives

From text representation to Transformers. Tokenization, n-grams, TF-IDF, word embeddings, Word2Vec, sequence models, attention, and the foundations of modern NLP.

Core Curriculum Competencies

What you'll master

Text tokenization, BPE, WordPiece & vocabulary management
Word embeddings: Word2Vec, GloVe & FastText
Recurrent Neural Networks (RNNs) & vanishing gradient limitations

Long Short-Term Memory (LSTM) & Gated Recurrent Units (GRU)

Sequence-to-Sequence models & Encoder-Decoder architectures

Bahdanau & Luong attention mechanism foundations

Syllabus & Modules

Course Curriculum

A comprehensive breakdown of all modules, theory readings, interactive quizzes, and compiler practice labs.

Module 1: Text Representation & Preprocessing

1 Lessons

1.1Text Representation & PreprocessingREADING

Module 2: Tokenization & Vocabulary

1 Lessons

2.1Tokenization & VocabularyREADING

Module 3: N-grams & TF-IDF

Locked

3.1N-grams & TF-IDFREADING

Module 4: Word Embeddings

Locked

4.1Word EmbeddingsREADING

Module 5: Word2Vec: CBOW & Skip-gram

Locked

5.1Word2Vec: CBOW & Skip-gramREADING

Module 6: GloVe & FastText

Locked

6.1GloVe & FastTextREADING

Full Syllabus Gated (10+ Modules)

Unlock Full Curriculum & Labs

Enroll to unlock all 12 modules, 12 coding labs, automated graded quizzes, solution walk-throughs & verified certificate.

Lead Instructor & Mentor

Instructor

Passionate engineer and educator specializing in core algorithms, production backend systems, and modern AI engineering.