The Hello World of Machine Learning in Python
4.1 (14 ratings)
Course Ratings are calculated from individual students’ ratings and a variety of other signals, like age of rating and reliability, to ensure that they reflect course quality fairly and accurately.
13,610 students enrolled

The Hello World of Machine Learning in Python

Use Python to create a Machine Learning Algorithm from scratch.
New
4.1 (14 ratings)
Course Ratings are calculated from individual students’ ratings and a variety of other signals, like age of rating and reliability, to ensure that they reflect course quality fairly and accurately.
13,385 students enrolled
Created by Justin Mitchel
Last updated 7/2020
English
English [Auto]
Current price: $41.99 Original price: $59.99 Discount: 30% off
5 hours left at this price!
30-Day Money-Back Guarantee
This course includes
  • 2 hours on-demand video
  • Full lifetime access
  • Access on mobile and TV
  • Certificate of Completion
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What you'll 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)
Course content
Expand all 16 lectures 01:55:06
+ Our Data
3 lectures 19:58
Tag our Conversations
04:02
Dataset as Inputs & Outputs
06:49
Vectorize our Data
09:07
+ Training & Predictions
2 lectures 11:11
Train our Model
04:08
Running Predictions
07:03
+ Re-Up
2 lectures 16:30
Export & Import Model for Reuse
07:35
Retraining with New Data
08:55
+ Dataset Saving & Updates
2 lectures 10:32
Store Dataset with Pandas
03:55
Adding to the Dataset
06:37
+ Rest API & Responses
2 lectures 33:16
Creating a Rest API Model Service
16:08
Responses from Predictions
17:08
+ Wrap up
1 lecture 02:03
Thank you and next steps
02:03
Requirements
  • Basic Python Programming Skills recommended
  • Have used Virtual Environments before
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!

Who this course is for:
  • Anyone interested in basic Machine Learning
  • Python beginners looking to acquire some Data Science Skills
  • Web App developers interested in building chatbots and/or improve search features.