
Created by Daniel We | Video: 1280x720 | Audio: AAC 48KHz 2ch | Duration: 03:29 H/M | Lec: 24 | 4.10 GB | Language: English | Sub: English [Auto-generated]
How to use transfer learning in keras for beginners. Neural networks for sentiment prediction
What you'll learn
Apply transfer learning and leverage pretrained deep learning models
Create a movie sentiment review classification algorithm with keras
Improve understanding and coding of neural networks in python
Requirements
Your personal interest in the topic
Your committment to code along with me
Basic knowledge in Python
Description
machine learning / ai ? How to learn machine learning in python? And what is transfer learning ? How to use it ? How to create a sentiment classification algorithm in python?
Good questions here is a point to start searching for answers
Let's dive into data science!
In the world of today and especially tomorrow machine learning will be the driving force of the economy. No matter who you are, an entrepreneur or an employee, and in which industry you are working in, machine learning will be on your agenda.
It's time to get your hands dirty and dive into one of the hottest topics on this planet.
To me the best way to get exposure is to do it "Hands on". And that's exactly what we do. Together we will learn how to use transfer learning in keras to make to classify our own images. We learn how we can customize pretrained deep learning neural networks. In the second part of this course we will create a step by step approach to classify movie reviews. Finally we will train and evaluate our model and create prediction of our own reviews.
All of this will be accomplished in ca. 3 hours.
Exited? Hope you are. Can wait to see you in the first lecture. Let's get into it
See you there
Who this course is for?
students who want to learn how to apply transfer learning in keras
beginners in neural networks and machine learning
students who are eager to learn and dive into one of the hottest topics currently out there
students who want to make their own predictions with neural networks
students who want to use a pretrained deep learning model in keras
You want to take advantage of the data driven opportunity ahead
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