In this post, we will install RubyOnRails on a Docker using Ubuntu 20.04 LTS and MS WSL 2.

What can I do with RubyOnRails?

Ruby on Rails, or Rails, is a server-side web application framework written in Ruby under the MIT License. Rails is a model–view–controller framework, providing default structures for a database, a web service, and web pages. Wikipedia

Why use Docker Containers?

Because Docker containers encapsulate everything an application needs to run (and only those things), they allow applications to be shuttled easily between environments. …

hurrah!

Remember when I said this:

I will fight for it. I will not give up. I will reach my goal. Absolutely nothing will stop me.

by J3

Episode #01#AISeries

There you have it!

Related Posts

00#Episode — AISeries — ML — Machine Learning Intro — What Is It and How It Evolves Over Time?

01#Episode — AISeries — Huawei ML FAQ — How do I get an HCIA certificate? (this one:)

02#Episode — AISeries — Huawei ML FAQ Again — More annotation from Huawei Mock Exam

03#Episode — AISeries — AI In Graphics — Getting Intuition About Complex Math & More

…

Let’s see Pandas DATAFRAMES again! Google colab notebook link:)

Pandas DATAFRAMES: The Primary Pandas Data Structure!

When should I use pandas DataFrame?

The Pandas DataFrame is a structure that contains two-dimensional data and its corresponding labels.

DataFrames are widely used in data science, machine learning, scientific computing, and many other data-intensive fields.

What Follows Example of how to use it:

Please, open your colab notebook and follow me:

01# First thing first. Importing the libraries:

import numpy as np
import pandas as pd%matplotlib inline
import matplotlib.pyplot as plt
plt.style.use('seaborn-whitegrid')
import numpy as np

02# Let’s create a simple Graphic…

Hi, this time we tried an interesting project: delicacy o/

Please kindly watch this video from Alice Zhao. Get the Colab file here.

This will end up with a model that will automatically predict whether a given recipe is a muffin recipe or a cupcake recipe.

Although the cupcake is usually decorated, the shape and appearance are very similar. But the real difference is in the preparation technique.

Cupcake is a cup-sized cake. The cupcake recipe uses techniques for preparing the cake dough. And the muffin is considered a quick roll.Is muffing a cupcake with random bits of stuff…

Hi, we going to apply the SVM — Support Vector Machine in the UCI database that comes into the scikit-learn: colab notebook link.

sklearn.datasets.load_breast_cancer

This is a copy from the University of California, Irvine (UCI) Machine Learning Repository dataset.

Let’s get started!

01#Step — Open your Google colab and type this:

import pandas as pdimport numpy as npimport matplotlib.pyplot as pltimport seaborn as sns%matplotlib inline

02#Step — Let’s download the Breast Cancer Dataset from the Skit-Learn:

from sklearn.datasets import load_breast_cancercancer  = load_breast_cancer()print(cancer.DESCR)[basically what this is it's 569 instances with 30 numeric attributes and…

In this post, we going to understand the Support Vector Machine Algorithm using scikit-learn.

Here is the colab notebook: link.

What is a Support Vector Machine?

A simple way to classify observations into two classes is to draw a linear boundary between them:

However, even if the data is perfectly separable in this way there are many possible linear boundaries that could be used.

Hi, I am back!

This time I took a very hard test from my Huawei AI Course and I wrote this annotation down ♫ For the people who are Still alive ♫ ♪ ♩ :)

The idea is to get even more deeply into AI Theories.

I hope these study materials can help you (and myself:) get the Huawei certificate HCIA easily.

We might get a good grade!

Let’s get it on!

Note: ( )Single choice [ ]Multiply choices

Index:01# Regarding (GD) Optimizers, please analyze these: True or False?
02# Regarding Support Vector Machines (SVM): True or False?
03# Which of…