Gain insights into advanced deep learning and NLP by building 12 real-world projects using tools like TensorFlow and scikit-learn. Enhance your portfolio with industry-relevant skills.
Intermediate
57 Lessons
5h
Certificate of Completion
Gain insights into advanced deep learning and NLP by building 12 real-world projects using tools like TensorFlow and scikit-learn. Enhance your portfolio with industry-relevant skills.
AI-POWERED
AI-POWERED
This course includes
This course includes
Course Overview
In this course, you'll not only learn advanced deep learning concepts, but you'll also practice building some advanced deep learning and Natural Language Processing (NLP) projects. By the end, you will be able to utilize deep learning algorithms that are used at large in industry. This is a project-based course with 12 projects in total. This will get you used to building real-world applications that are being used in a wide range of industries. You will be exposed to the most common tools used for mach...Show More
Course Content
Welcome to the Course
Project: Build a COVID-19 Detection System Using X-Rays
Project: Building a Pokemon Classifier Using Transfer Learning
Project: Text Generation Using Markov Chains
Word Embedding: Two Mini Projects
Project: IMDB Reviews Sentiment Analysis
11 Lessons
Project: Deciphering Text Using Character-Level RNNs
3 Lessons
Project: Emoji Predictor Using Transfer Learning in NLP
3 Lessons
Final Exam
1 Lesson
Where to Go Next?
2 Lessons
Course Author
Trusted by 1.4 million developers working at companies
Anthony Walker
@_webarchitect_
Evan Dunbar
ML Engineer
Carlos Matias La Borde
Software Developer
Souvik Kundu
Front-end Developer
Vinay Krishnaiah
Software Developer
Eric Downs
Musician/Entrepeneur
Kenan Eyvazov
DevOps Engineer
Souvik Kundu
Front-end Developer
Eric Downs
Musician/Entrepeneur
Anthony Walker
@_webarchitect_
Evan Dunbar
ML Engineer
See how Educative uses AI to make your learning more immersive than ever before.