Upgrade your skills with Codecademy's Pro Intensive, Machine Learning Fundamentals.
Each unit will cover conceptual and syntax lessons and quizzes. There will also be a few cumulative off-platform projects throughout the Intensive. Articles and videos will be available to supplement your learning.
Unit 1- What is Machine Learning?
Learn about the types of problems to solve with machine learning.
Machine Learning Process
Learn about Scikit
Why Data?
Unit 2 - Regression
Predict continuous-valued output based on the input value(s).
Distance Formula
Linear Regression
Multiple Linear Regression
Precision vs Recall
Unit 3 - Classification
Classify data into different categories.
Bayes’ Theorem
Naive Bayes Classifier
K-Nearest Neighbors
The Ethics of Overfitting
Unit 4 - Unsupervised Learning
Find patterns and structures in unlabeled data points.
K-Means Clustering
K-Means++ Clustering
Unit 5 - Neural Network Teaser
Implement a single neuron - the building block of neural networks.
Perceptron
Unit 6 - Capstone Project
Apply your new knowledge to complex projects reviewed by experts.
Yelp recommender
Date-a-Scientist
Ad
Subscribe to:
Post Comments (Atom)
Regularization in Machine Learning, Deep Learning
Regularization can prevent overfitting and potentially make algorithm converge faster and more performant. Useful in deep learning tasks, in...
-
In this downtown startup work space design the designers used fat boy bean bags and an extra wide step tiered staircase to create work space... -
Can hack schools solve Silicon Valley's talent crunch? The truth about coding bootcamps and the students left behind http://t.co/xXNfqN...
-
This review is updated continuously throughout the program. Yay I just joined the Udacity Nanodegree for Digital Marketing! I am such an Uda...
LOUISVILLE, Ky. (WDRB) - Louisville is planning to provide first class hospitality for a steed hustling occasion that draws in visitors from around the globe.
ReplyDeleteThe Breeders' Cup comes back to Churchill Downs next November out of the blue since 2011. It's a shot for the city and the track to demonstrate all they bring to the table paving the way to the races. Breeders Cup 2018 Live Stream
ReplyDelete"There is possibly a gigantic reward for focusing on this race however any opinion included is just going to have the capacity to be appreciated in case I'm ready to win it."
Cummings demonstrated that if Avilius wins on Saturday he would consider the Caulfield Cup yet that isn't an unchangeable reality as another alternative was not running again until the point that the Melbourne Cup. Melbourne Cup 2018
Avilius will convey topweight of 58.5kg in The Bart Cummings and will again be ridden by Glyn Schofield.