Build 15 End-to-End NLP Projects with ProjectPro

ProjectPro

Sent on 02 July 2024 06:04 AM

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Hi Tim,
Do you know?
NLP Engineer roles have seen a 39% annual growth rate over the past few years, indicating a strong demand for professionals with NLP skills.
NLP expertise paves the way for diverse career paths in areas like Generative AI, Large Language Models, and Artificial Intelligence.Our comprehensive hands-on project based NLP learning roadmap is tailored specifically for beginners and practitioners like you who are looking to deepen their expertise in NLP.
Here's how ProjectPros NLP projects in the roadmap can help you become a proficient NLP practitioner:
Beginner Level NLP Projects
NLP projects that help you master the foundational NLP concepts and techniques such as text preprocessing, tokenization, and basic sentiment analysis. Build a solid understanding of NLP fundamentals to begin your journey.
NLP Project for Beginners on Text Processing and Classification
NLP Project to Build a Resume Parser in Python using Spacy
Build a Multi ClassText Classification Model using Naive Bayes
Natural language processing Chatbot application using NLTK for text classification
Intermediate Level NLP Projects
Explore advanced NLP tools and technologies such as word embeddings, and attention mechanisms. Get hands-on experience with popular NLP libraries like spaCy and NLTK to build up on your NLP skills.
Topic modelling using Kmeans clustering to group customer reviews
Skip Gram Model Python Implementation for Word Embeddings
Word2Vec and FastText Word Embedding with Gensim in Python
Create Your First Chatbot with RASA NLU Model and Python
Advanced NLP Projects
Take your NLP expertise to the next level with advanced projects focusing on topics such as such as transformer architectures, self-attention mechanisms, sequence modeling, and language translation. You will master techniques for fine-tuning pre-trained language models and tackling complex NLP challenges.
Build an AI Chatbot from Scratch using Keras Sequential Model
Build a Text Classification Model with Attention Mechanism NLP
Build Multi Class Text Classification Models with RNN and LSTM
NLP Project for Multi Class Text Classification using BERT Model
Multi-Class Text Classification with Deep Learning using BERT
Text Classification with Transformers-RoBERTa and XLNet Model
Abstractive Text Summarization using Transformers-BART Model
Here's what you can expect from our project-based NLP learning roadmap:
12 Months Access to Projects: Gain unlimited access to our curated selection of projects, covering a wide range of topics and technologies.
Guided Step by Step Video Walkthrough: Follow along with our industry expert instructors as they guide you through each project, providing detailed explanations and insights along the way.
Downloadable Solution Code: Access downloadable solution code for each project, allowing you to study, analyze, and customize the code to suit your needs.
Datasets and Documentation: Access to datasets and documentation for each project, enabling you to practice and experiment with real-world data scenarios.
Get Access Now
Best Regards,
Anjali from ProjectPro
Helping Every Developer Become a 10x Developer
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