Course Information
Course Overview
Learn TensorFlow by building multiple Machine Learning projects through a hands-on approach.
Learn how to build Machine Learning projects in this TensorFlow Course created by The Click Reader.
In this course, you will be learning about Scalar as well as Tensors and how to create them using TensorFlow. You will also be learning how to perform various kinds of Tensor operations for manipulating and changing tensor values.
You will be performing a total of three Machine Learning projects while learning through this TensorFlow full course:
1. Linear Regression from Scratch
You will be learning how to create a Linear Regression model from scratch using TensorFlow. You will be preparing the data, building the model architecture as well as training the model using a custom-made loss function as well as an optimizer.
2. Linear Regression using a Sequential Model
You will be learning how to create a Linear Regression model using a Sequential Model with TensorFlow. You will be preparing the data, building the model architecture, training the model, viewing the change in the loss as well as build a multi-input regressor.
3. Logistic Regression using a Sequential Model
You will be learning how to create a Logistic Regression model using a Sequential Model with TensorFlow. You will be preparing the data, building the model architecture, training the model as well as build a deep neural network classifier.
Course Content
- 4 section(s)
- 14 lecture(s)
- Section 1 Introduction
- Section 2 Scalar and Tensors
- Section 3 Machine Learning Project - Regression
- Section 4 Machine Learning Project - Classification
What You’ll Learn
- Learn about Scalar and Tensors.
- Create Scalar and Tensors in TensorFlow.
- Perform various Tensor operations.
- Build a Linear Regression model from Scratch.
- Build a Linear Regression model using a Sequential Model.
- Build a Logistic Regression model using a Sequential Model.
Skills covered in this course
Reviews
-
OOualid sebaa
coool
-
AArmando Chavez
pretty basic but good run through of notebook
-
DDr. Syed Muhammad Ali Tirmizi
Excellent Course
-
LLkhagvasuren Otgonbayar
Amazing