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Machine Learning Model Development

Towards AI

If you intend to take the certification, this will be a good starting point. If you don’t, this will help you develop the basic know-how needed to succeed in a rapidly evolving Machine Learning…

CREATING MACHINE LEARNING MODELS.

Towards Data Science

Now that we have successfully done the hard part-data cleaning and wrangling- of every data science project, we will move on to the interesting part, modelling! Different machine learning models…

Machine Learning Model Development Life Cycle

Analytics Vidhya

Machine Learning Development Life Cycle is a process used by the Data Science industry to design, develop and test high quality Models. It is also called as Model Training Process. Target of this…

Steps to Consider in developing Machine Learning Models

Analytics Vidhya

For any machine learning models, there are few essential steps to consider before it is deployed for the service. These series of steps are similar to all the machine learning models that you…

How to Build a Machine Learning Model

Towards Data Science

Learning data science may seem intimidating but it doesn’t have to be that way. Let’s make learning data science fun and easy. So the challenge is how do we exactly make learning data science both…

Machine Learning: Models to Production

Analytics Vidhya

This is the second part of the multi-part series on how to build and deploy a machine learning model — building and installing a python package out of your predictive model in Python The first part…

The Highs, Lows, and Plateaus of Creating a Machine Learning Model

Towards Data Science

As the capstone week of my second unit at Lambda School, our Data Science cohort competed against each other in a Kaggle style competition. Given a dataset from DrivenData that has information from…

Want to Build Effective Machine Learning Models?

Towards Data Science

AWS ML Best Practices

Creating Your First Machine Learning Model

Towards Data Science

This is my first post in a series I titled “creating your first machine learning model.” I assume you already know the basics of machine learning and want to leap towards creating your first machine…

Model Training with Machine Learning

EliteDataScience

Welcome to Part 6 of our Data Science Primer. In this guide, we will take you step-by-step through the model training process. Since we’ve already done the hard part, actually fitting (a.k.a. training...

Building 10 Classifier Models in Machine Learning + Notebook

Python in Plain English

A detailed process of building Classifier Models In the last tutorial, we completed the Data Pre-Processing step. We saw preprocessing techniques applied in transformation and variable selection, dim...

Deep Dive: 3 Techniques to take your Machine Learning Model Development to the Next Level

The AiEdge Newsletter

There is no end to all the possible techniques you could try when developing a model. It is key to balancing development speed and performance. Over the years, I have found the following techniques to...