Machine Learning

Collection by Mikko Hakala

164 
Pins
 • 
228 
Followers
Mikko Hakala
Cheat Sheet of Machine Learning and Python (and Math) Cheat Sheets Math Cheat Sheet, Cheat Sheets, Data Science, Computer Science, Blockchain, Supervised Learning, Visualisation, Deep Learning, Data Analytics

Which machine learning algorithm should I use?

This resource is designed primarily for beginner to intermediate data scientists or analysts who are interested in identifying and applying machine learning algorithms to address the problems of their interest.

A beginner's introduction to the Top 10 Machine Learning (ML) algorithms, complete with figures and examples for easy understanding. Machine Learning Book, Machine Learning Tutorial, Data Science, Computer Science, Ml Algorithms, Decision Tree, Certificates Online, Python Programming, Deep Learning

Top 10 Machine Learning Algorithms for Beginners - KDnuggets

A beginner's introduction to the Top 10 Machine Learning (ML) algorithms, complete with figures and examples for easy understanding.

Read "Understanding Machine Learning From Theory to Algorithms" by Shai Shalev-Shwartz available from Rakuten Kobo. Machine learning is one of the fastest growing areas of computer science, with far-reaching applications. The aim of thi. Machine Learning Book, Introduction To Machine Learning, Machine Learning Projects, Data Science, Computer Science, Science Books, Computer Coding, Engineering Science, Computer Tips

5 EBooks to Read Before Getting into A Machine Learning Career - KDnuggets

A carefully-curated list of 5 free ebooks to help you better understand the various aspects of what machine learning, and skills necessary for a career in the field.

In this article, I present a few modern techniques that have been used in various business contexts, comparing performance with traditional methods. The advanc… Machine Learning Book, Machine Learning Tutorial, Data Science, Computer Science, Excel Macros, Logistic Regression, Decision Tree, Space Sounds, Modern Tech

Advanced Machine Learning with Basic Excel

In this article, I present a few modern techniques that have been used in various business contexts, comparing performance with traditional methods. The advanc…

ML algorithms are the brains behind any model, allowing machines to learn, making them smarter. With a variety of algorithms mentioned in this article, you can find an algorithm that best solves your problems. Data Science, Computer Science, Ml Algorithms, Handwriting Recognition, Sentiment Analysis, Logistic Regression, Regression Analysis, Python Programming, Cyber Attack

7 More Steps to Mastering Machine Learning With Python - KDnuggets

This post is a follow-up to last year's introductory Python machine learning post, which includes a series of tutorials for extending your knowledge beyond the original.

Practical Machine Learning with R and Python – Part 4 Artificial Intelligence News, Science Articles, Python Programming, Deep Learning, Data Science, Teaching Tips, Machine Learning, Coding, Scientists

Practical Machine Learning with R and Python – Part 4

This is the 4th installment of my 'Practical Machine Learning with R and Python' series. In this part I discuss classification with Support Vector Machines

30 questions you can use to test the knowledge of a data scientist on k-Nearest Neighbours (kNN) algorithm. kNN is commonly used machine learning algorithm. Deep Learning, Machine Learning, Real Life, Knowledge, Coding, This Or That Questions, Consciousness, Practical Life, Programming

30 Questions to test a data scientist on K-Nearest Neighbors (kNN)

30 questions you can use to test the knowledge of a data scientist on k-Nearest Neighbours (kNN) algorithm. kNN is commonly used machine learning algorithm.

Gaussian Processes - YouTube Machine Learning Book, Machine Learning Tutorial, Deep Learning, Computer Science, Statistics, Technology, Youtube, Tech, Engineering

YouTube

Enjoy the videos and music you love, upload original content, and share it all with friends, family, and the world on YouTube.

Stacking models for improved predictions: A case study for housing prices Deep Learning, Data Science, Big Data, House Prices, Machine Learning, S Models, Case Study, Artificial Intelligence, Statistics

Stacking models for improved predictions: A case study for housing prices

This blog was originally published on my website. If you have ever competed in a Kaggle competition, you are probably familiar with the use of combining diffe…

Whether you are building Machine Learning models or making decisions in everyday life, we always choose the path with the least amount of risk. As humans, we are hardwired to take any action that… Bayes' Theorem, Conditional Probability, Machine Learning Models, Systems Engineering, Pattern Recognition, Big Data, Decision Making, Statistics, Technology

Introduction to Bayesian Decision Theory

Whether you are building Machine Learning models or making decisions in everyday life, we always choose the path with the least amount of risk. As humans, we are hardwired to take any action that…

How to Develop Your First XGBoost Model in Python with scikit-learn - Machine Learning Mastery Decision Tree, Deep Learning, Data Science, Big Data, Machine Learning, Python, Technology, Reading

How to Develop Your First XGBoost Model in Python with scikit-learn

XGBoost is an implementation of gradient boosted decision trees designed for speed and performance that is dominative competitive machine learning. In this post you will discover how you can install and create your first XGBoost model in Python. After reading this post you will know: How to install XGBoost on your system for use in Python. […]

The premise of day trading is easy enough to understand. However, few ever give day trading an attempt, and even fewer make a real career out of it. Capital Social, Day Trader, Big Data, Wall Street, Corporate Governance, Trade Finance, Finance Business, Business News, Business Magazine

A simple deep learning model for stock price prediction using TensorFlow

For a recent hackathon that we did at STATWORX, some of our team members scraped minutely S&P 500 data from the Google Finance API. The data consisted of index as well as stock prices of the S&P’s…

Machine Learning | Accuracy Paradox | Randy Lao ☁️ | LinkedIn Paradox, Machine Learning, Laos, Family Guy, Fictional Characters, Griffins

999: request failed

Machine Learning | Accuracy Paradox | Randy Lao ☁️ | LinkedIn

Morgan’s massive guide to machine learning and big data jobs in finance Apache Spark, Risk Analysis, Big Data, Machine Learning, Investing, Finance, Management, Technology, Artificial Intelligence

JPMorgan's massive guide to machine learning jobs in finance

So you want to work in machine learning and big data in finance? In 2017, J.P. Morgan issued a huge new report on that.

A Gentle Introduction to XGBoost for Applied Machine Learning - Machine Learning Mastery Decision Tree, Deep Learning, Machine Learning, How To Apply, Study, Studio, Investigations, Studying

A Gentle Introduction to XGBoost for Applied Machine Learning

XGBoost is an algorithm that has recently been dominating applied machine learning and Kaggle competitions for structured or tabular data. XGBoost is an implementation of gradient boosted decision trees designed for speed and performance. In this post you will discover XGBoost and get a gentle introduction to what is, where it came from and how […]