Machine Learning and NLP Basics
Master machine learning and NLP fundamentals, from neural networks to text analysis. Perfect for beginners starting their AI journey.
Master machine learning and NLP fundamentals, from neural networks to text analysis. Perfect for beginners starting their AI journey.
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.
3.7
(12 ratings)
Instructors:
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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
Instructor
Inspiring the Next Generation of Tech Professionals
Edureka is dedicated to providing high-quality, instructor-led online training, empowering professionals to enhance their skills in various domains. The platform features a diverse team of experienced instructors who are passionate about teaching and possess extensive industry knowledge. These instructors facilitate a wide range of courses covering topics such as data science, artificial intelligence, machine learning, and cloud computing. Edureka's commitment to education is reflected in its innovative approach to learning, which includes interactive sessions, real-world projects, and 24/7 support for students. By fostering a collaborative learning environment, Edureka ensures that learners not only acquire technical skills but also develop critical thinking and problem-solving abilities essential for success in today's fast-paced job market.
Testimonials
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3.7 course rating
12 ratings
Frequently asked questions
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