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Machine Learning
Machine Learning for Texts
Turn plain text into powerful insights. Learn to extract features, build models, and use BERT for NLP tasks to automate text analysis and classification.
Contact usCourse Outcome
Learn to process, and classify text data using advanced ML tools.
Duration
40 hours
Level
Advanced
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Key Program Takeaways
Feature Extraction Beyond Basics
Go beyond simple word counts—learn to create robust text features using TF-IDF, embeddings, and BERT for precise analysis.
Sentiment Analysis Techniques
Gain expertise in training classification models that detect the tone and sentiment of texts, from social media posts to customer reviews.
Real-World Project Feedback
Apply your skills to build a sentiment analysis model on IMDB data, get feedback from experts, and refine your solution until it meets rigorous standards.
Modules Overview
7 Modules
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Module 1. Introduction
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Module 2. Entry Assessment
1.5h
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Module 3. Text Vectorization
2h
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Module 4. Language Representations
2h
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Module 5. Course Project
Module 6. Final Assessment
1.5h
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Module 7. Conclusion
Our Experts
Our instructors are industry professionals and machine learning practitioners with real-world experience developing AI solutions for a variety of sectors. Their mission is to guide you through your first steps into the world of ML with clarity, support, and practical insights.
Get in Touch!
You’re just one email away from transforming your company! Our team will reach out to understand your strategic objectives and craft a tailored solution thatmeets your specific needs.
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