Machine Learning on Duomly blog

Python course with building a fintech investment AI – Lesson 4: Recurrent Neural Network (RNN)

Wed, 17 Jun 2020 15:13:03 +0000

Intro to how to use Recurrent Neural Network

In today’s episode of the Python course with AI, we will use the Recurrent Neural Network, we will learn how to make predictions with AI, and we will predict the prices.

Last episodes you can find here:

Lesson 3 – How to create and train AI:

Python course with building a fintech investment AI – Lesson 3: How to build and train AI

Lesson 2 – How to find financial data and how to use Pandas:

Python course with building fintech AI Lesson 3: How to train AI

Tue, 16 Jun 2020 15:13:03 +0000

Intro to how to create an AI

In today’s episode of the Python with AI course, we will learn how to build AI and how to train AI.

Last episodes you can find here:

Lesson 2 - How to find financial data and how to use Pandas:

Python course with building a fintech investment AI – Lesson 2: Pandas and getting financial data

Lesson 1 - Prepare the AI project:

Python course with building a fintech investment AI – Lesson 2: Pandas and getting financial data

Wed, 03 Jun 2020 15:33:26 +0000

Intro

Welcome to the second lesson of the awesome Python course for AI!

In the last lesson, we built the first database migrations and made the project setup.

Here is the URL:

Python course with building a fintech investment AI – Lesson 1: Start the project

Today, we will build super exciting stuff and will focus on the financial database that we will use to train our AI later.

We will work with pandas, some financial plugins, and will do a bit of refactoring.

Python course with building a fintech investment AI – Lesson 1: Start the project

Tue, 26 May 2020 17:00:24 +0000

Intro

Today we will start the Python course and start building AI.

In the last episodes, we started the first steps to build a front-end and back-end for our fintech app.

Here are the links:

Golang course:

Golang course with building a fintech banking app – Lesson 1: Start the project

Golang course with building a fintech banking app – Lesson 2: Login and REST API

Angular course:

Angular Course with building a banking application with Tailwind CSS – Lesson 1: Start the project

What is scikit learn – introduction to popular machine learning and data science Python library

Thu, 05 Sep 2019 06:05:40 +0000

Scikit-learn is one of the most widely-used Python packages for data science and machine learning. It enables you to perform many operations and provides a variety of algorithms. Scikit-learn also offers excellent documentation about its classes, methods, and functions, as well as the explanations on the background of used algorithms.

Scikit-learn supports:

data preprocessing,
dimensionality reduction,
model selection,
regression,
classification,
cluster analysis.

It also provides several datasets you can use to test your models.