Machine Learning and NLP Basics
This course is part of Learn Generative AI with LLMs.
This course cannot be purchased separately - to access the complete learning experience, graded assignments, and earn certificates, you'll need to enroll in the full Learn Generative AI with LLMs Specialization program. You can audit this specific course for free to explore the content, which includes access to course materials and lectures. This allows you to learn at your own pace without any financial commitment.
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What you'll learn
Master fundamental concepts of machine learning and deep learning
Implement neural networks using TensorFlow
Understand and apply various types of neural networks (CNN, RNN, LSTM)
Develop text mining and preprocessing skills
Implement text classification techniques
Gain practical experience with ML and NLP tools
Skills you'll gain
This course includes:
13.5 Hours PreRecorded video
15 assignments
Access on Mobile, Tablet, Desktop
FullTime access
Shareable certificate
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There are 4 modules in this course
This comprehensive course provides a solid foundation in machine learning and natural language processing. The curriculum covers essential concepts from ML fundamentals to advanced deep learning techniques, including neural networks, CNNs, and RNNs. Students learn practical skills in text mining, preprocessing, and classification while gaining hands-on experience with TensorFlow and NLTK. Through structured modules, learners progress from basic AI concepts to implementing sophisticated ML models and NLP applications.
Machine Learning
Module 1 · 3 Hours to complete
Deep Learning
Module 2 · 9 Hours to complete
Natural Language Process
Module 3 · 5 Hours to complete
Course Wrap-up and Assessments
Module 4 · 44 Minutes to complete
Fee Structure
Individual course purchase is not available - to enroll in this course with a certificate, you need to purchase the complete Professional Certificate Course. For enrollment and detailed fee structure, visit the following: Learn Generative AI with LLMs
Instructor
Leading Online Learning Platform Specializing in IT Education.
Edureka is a leading online learning platform that specializes in IT education, offering a comprehensive range of courses designed to help professionals enhance their skills and stay relevant in the rapidly evolving technology landscape. Established with a commitment to providing high-quality, industry-relevant training, Edureka has gained recognition for its extensive library of courses, which includes topics such as data science, cloud computing, artificial intelligence, and cybersecurity.
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Frequently asked questions
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