Into to Deep Learning project in TensorFlow 2.x and Python

Into to Deep Learning project in TensorFlow 2.x and Python

Free Courses : Into to Deep Learning project in TensorFlow 2.x and Python

Welcome to the Course Introduction to Deep Learning with TensorFlow 2.0:

In this course, you will learn advanced linear regression technique process and with this, you can be able to build any regression problem. Using this you can solve real-world problems like customer lifetime value, predictive analytics, etc.

What you will Learn

TensorFlow 2.x

Google Colab

Linear Regression

Gradient Descent Algorithm

Data Analysis


Feature Engineering and Selection with Lasso Regression.

Model Evaluation

All the above-mentioned techniques are explained in TensorFlow. In this course, you will work on the Project Customer Revenue (Lifetime value) Prediction using Gradient Descent Algorithm

Problem Statement: A large child education toy company that sells educational tablets and gaming systems both online and in retail stores wanted to analyze the customer data. The goal of the problem is to determine the following objective as shown below.

1. Data Analysis & Pre-processing: Analyse customer data and draw the insights w.r.t revenue and based on the insights we will do data pre-processing. In this module, you will learn the following.

1. Necessary Data Analysis

2. Multi-collinearity

3. Factor Analysis

2. Feature Engineering:

1. Lasso Regression

2. Identify the optimal penalty factor.

3. Feature Selection

3. Pipeline Model

4. Evaluation

We will start with the basics of TensorFlow 2.x to advanced techniques in it. Then we drive into intuition behind linear regression and optimization function like gradient descent.

Related Posts:
  1. Mengenal Event, Queue dan Listener Laravel
  2. Sistem login di react dengan JWT
  3. Belajar ruby dari dasar
  4. Unix Command Line Dasar
  5. Belajar Desain website 101

You can support us by donate with buy us a coffee. We appreciate your donation to our work for share free udemy courses.

Get courses alert everyday on our Telegram Channel. Join Now

Insidelearn Telegram Channel

Share this courses to your friends, community.

10,000+ People trust Insidelearn! Get courses alert on Telegram or Discord.