Home>Courses>Applied Machine Learning: Industry Case Study with TensorFlow

Applied Machine Learning: Industry Case Study with TensorFlow

Gain insights into predicting retail sales with TensorFlow. Delve into data analysis, training models, and extracting insights using industry techniques. Explore efficient model evaluation with experts from top tech companies.

Intermediate

38 Lessons

Certificate of Completion

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Explanations

AI-POWERED

Explanations

This course includes

36 Playgrounds

16 Challenges

Course Overview

Course Content

Apply Your Skills

Recommendations

Course Overview

In this course, you'll work on an industry-level machine learning project based on predicting weekly retail sales given different factors. You will learn the most efficient techniques used to train and evaluate scalable machine learning models. After completing this course, you will be able to take on industry-level machine learning projects, from data analysis to creating efficient models and providing results and insights. The code for this course is built around the TensorFlow framework, which is one of...Show More

In this course, you'll work on an industry-level machine learning project based on predicting weekly retail sales given differen...Show More

Course Content

What you'll learn from this course

1 Lessons

Get familiar with applying machine learning to real-world projects, from data processing to presentation.

Overview

Preliminary Data Analysis

11 Lessons

Look at the foundational aspects of data analysis, handling missing data, visualizing trends, and interpreting plots.

Data Processing

14 Lessons

Work your way through building an efficient data input pipeline using TensorFlow for machine learning.

Model Predictions

12 Lessons

Break down the steps to developing, training, evaluating, and predicting with a regression model.

Course Author

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Project

Cats vs Dogs Classification with Convolutional Neural Networks

beginner

1 hour

Project

Cats vs Dogs Classification with Convolutional Neural Networks

Learn to classify images of cats and dogs using a CNN with TensorFlow in this hands-on project.

beginner

1 hour

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