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Concepts Covered

Welcome to a transformative learning experience with Solomons International’s NLP Training Program! Our comprehensive curriculum is designed to guide you through a structured learning journey, equipping you with the skills and knowledge needed to excel in the world of Natural Language Processing (NLP) and Artificial Intelligence (AI).

1. Foundational Understanding: Natural Language Processing (NLP) –

Introduction Your journey begins with a comprehensive introduction to NLP. Discover the essence of NLP, its historical context, and its applications across industries. Understand the driving forces behind its growth and gain insights into the potential it holds for shaping the future.

2. Unveiling Language Modelling:

Delve into the heart of language processing by exploring various language modelling techniques. Understand how computers grasp the nuances of human language and generate coherent responses. From n-gram models to neural language models, this module builds your understanding of the backbone of NLP.

3. Applying NLP across Industries: Broader Applications of NLP:

As you progress, dive into the real-world applications of NLP across diverse sectors. Witness the transformative impact of NLP in healthcare, finance, customer interaction, legal compliance, education, and entertainment. This module demonstrates how NLP is reshaping industries worldwide.

4. Delving Deeper:

Industry Areas of NLP Applications Zoom in on specific industry areas to gain a deeper understanding. Explore how NLP shapes social media analysis and overcomes its challenges. Immerse yourself in the realm of e-commerce and retail, discovering how NLP powers product recommendations and customer sentiment analysis.

5. Behind the Scenes:

NLP – How is it done? Uncover the mechanics behind NLP methodologies. Gain insights into the fundamental techniques and algorithms that power NLP applications. Equip yourself with a solid foundation to dive deeper into NLP approaches.

6. Unpacking Approaches:

Heuristics-Based, Machine Learning-Based, and Deep Learning-Based NLP Navigate through the landscape of NLP approaches. Understand heuristics-based methods, dive into machine learning algorithms such as Naïve Bayes and SVMs, and explore the power of deep learning with RNNs, LSTMs, and CNNs. This module equips you with a toolkit to tackle diverse NLP challenges.

7. Beyond the Basics:

Feature Engineering/Text Representation Master the art of text representation. From one-hot encoding to advanced word embeddings, grasp the methods that transform text into machine-readable formats. Explore the intricacies of word embeddings like CBOW, Skip-Gram, and BERT, unleashing their potential.

8. Practical NLP Applications:

Text Classification, Information Extraction, and More Put theory into practice by delving into NLP applications. Learn about text classification techniques and their real-world significance. Explore information extraction, text summarization, search and information retrieval, and gain hands-on experience with recommender systems, chatbots, and more.

9. Masters of Transformation:

Transformers and BERT Unlock the world of transformers and the revolutionary BERT model. Discover the architecture, attention mechanisms, and language modelling techniques that empower these models. Learn about model improvement, fine-tuning, and their implications in real-world scenarios.

10. Conversations with AI:

ChatGPT and Inhouse-Developed NLP-Products Demo Engage in conversations with AI through ChatGPT and witness the practical application of NLP concepts with Inhouse-developed products. Experience the potential of AI-driven solutions first-hand.

11. Your Hands-On Experience:

Commercial-Grade Products and Explainable AI Immerse yourself in practical exercises with our commercial-grade NLP products. Gain hands-on experience and understand the principles of explainable AI. Learn how to ensure transparency and interpretability in AI models.

Solomons International - Crafting AI Excellence: Your Bridge to Tomorrow

Your learning journey with Solomons International is a comprehensive expedition into the world of AI and NLP. Join us as we equip you with the skills, knowledge, and practical experience to become a trailblazer in the field. Embrace the journey, unlock new horizons, and shape the future with NLP expertise.

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