Building Advanced Deep Learning and NLP Projects
INTERACTIVE COURSE

Building Advanced Deep Learning and NLP Projects

Intermediate

57 Lessons

5h

Certificate of Completion

Building Advanced Deep Learning and NLP Projects
53 Playgrounds
10 Quizzes
75 Illustrations

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

1

Welcome to the Course

2

Project: Build a COVID-19 Detection System Using X-Rays

3

Project: Building a Pokemon Classifier Using Transfer Learning

4

Project: Text Generation Using Markov Chains

5

Word Embedding: Two Mini Projects

6

Project: IMDB Reviews Sentiment Analysis

11 Lessons

7

Project: Deciphering Text Using Character-Level RNNs

3 Lessons

8

Project: Emoji Predictor Using Transfer Learning in NLP

3 Lessons

9

Final Exam

1 Lesson

10

Where to Go Next?

2 Lessons

COURSE AUTHOR

How You'll Learn

Hands-on Coding Environments

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AI-Powered Learning

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Progress You Can Show

Built-in assessments let you test your skills. Completion certificates let you show them off.

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