Udemy

Platform

English

Language

Data Science

Category

The Hello World of Machine Learning in Python

Use Python to create a Machine Learning Algorithm from scratch.

4.15 (57 reviews)

Students

2 hours

Content

Jul 2020

Last Update
Regular Price


What you will learn

Basic Machine Learning principals in Python

Using scikit-learn to produce ML algorithms

Create a REST API for any ML Model

Some Python Pandas Fundamentals (saving, searching, etc)


Description

Machine learning is simply a computer learning from data instead of following a recipe. It's meant to mimic how people (and perhaps other animals) learn while still being grounded in mathematics.

This post is meant to get you started with a basic machine learning model.

A chatbot.

Now, we're not re-creating Alexa, Siri, Cortana, or Google Assistant but we are going to create a brand new machine learning program from scratch.

This course is meant to be easy assuming you know a bit of Python Programming.

Check out the demo in the course so you can get an exact sense of what you're going to be building. Our Github Repo also has the code for you to play around with.


Let's do this!


Screenshots

The Hello World of Machine Learning in Python
The Hello World of Machine Learning in Python
The Hello World of Machine Learning in Python
The Hello World of Machine Learning in Python

Content

Introduction

Introduction

Demo

Setup Jupyter Locally

The non-machine learning way

Bots the Old Way- Instruction-based Responses

Our Data

Tag our Conversations

Dataset as Inputs & Outputs

Vectorize our Data

Training & Predictions

Train our Model

Running Predictions

Re-Up

Export & Import Model for Reuse

Retraining with New Data

Dataset Saving & Updates

Store Dataset with Pandas

Adding to the Dataset

Rest API & Responses

Creating a Rest API Model Service

Responses from Predictions

Wrap up

Thank you and next steps


Reviews

V
Vaughan30 July 2021

This course is a good intro, but skims so fast over the surface. If you run into technical issues getting your environment working you'll want to get acquainted with stackoverflow and Google because this course barrels ahead as if it'll all be smooth sailing.

M
Mathew17 July 2021

Good course! Learned and built a supervised learning bot, kinda cool! Only feedback is that you code and talk quickly without time for me to write at the same time leading me to have to frequently pause. Also at the very end got an assertion error and had to relearn so troubleshoot on the fly, but it worked! Thanks for the new concepts!

C
Christos15 August 2020

He doesnt really explain a lot of aspects of machine learning like what is vectorizing and why we use it, why do we use multilabelbinarizer, i dont get the point of the REST API as I feel that it doesnt fit in this course, maybe you could use these 33 minutes to show other classifiers/models and explain better the responses part. Overall I learned many things as a newbie at ML.

M
Mark2 August 2020

A fast introduction. Needs more theory to be able to go beyond what is built. I hope there is a follow on class with more depth!


Coupons

DateDiscountStatus
8/1/2020100% OFFExpired

3356870

Udemy ID

7/22/2020

Course created date

8/1/2020

Course Indexed date
Bot
Course Submitted by