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Machine Learning Model Development
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…
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CREATING MACHINE LEARNING MODELS.
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…
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Machine Learning Model Development Life Cycle
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…
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Steps to Consider in developing Machine Learning Models
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…
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How to Build a Machine Learning Model
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…
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Machine Learning: Models to Production
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…
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The Highs, Lows, and Plateaus of Creating a Machine Learning Model
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…
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Want to Build Effective Machine Learning Models?
AWS ML Best Practices
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Creating Your First Machine Learning Model
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…
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Model Training with Machine Learning
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...
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Building 10 Classifier Models in Machine Learning + Notebook
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...
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Deep Dive: 3 Techniques to take your Machine Learning Model Development to the Next Level
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...
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Machine Learning Development Life Cycle
In this article, I will try to cover the life cycle of a Machine Learning project. Machine Learning model development workflow will be covered in various stages. In this article, we will do a…
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Beginners Baseline Model for Machine Learning Project
Learn to standardize your machine learning development Continue reading on Towards Data Science
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Practical Machine Learning Tutorial: Part.2 (Build Model & Validate)
In this part, we will build different models, validate them, and use the grid search approach to find out the optimum hyperparameters. This post is the second part of part1. You can find the jupyter…
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Supervised Machine Learning: Model Validation, a Step by Step Approach
Jake VanderPlas, gives the process of model validation in four simple and clear steps. There is also a whole process needed before we even get to his first step. Like fetching all the information we…
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The 7 Key Steps To Build Your Machine Learning Model
Several types of industries are executing projects based on artificial intelligence and machine learning for various applications. These applications include pattern recognition, conversational…
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How to Build Better Machine Learning Models
Hello developers 👋. If you have built Deep Neural Networks before, you might know that it can involve a lot of experimentation. In this article, I will share with you some useful tips and guidelines…...
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Data Analysis for Model Development
“Let’s train, build and visualize our data”. “Data Analysis for Model Development” is published by Piyush Kumar in Analytics Vidhya.
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How to Implement Machine Learning Models
H ey there, fellow tech enthusiasts! Today, I’m going to walk you through the process of implementing machine learning models. Machine learning is a fascinating field that allows us to create intellig...
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Feature Selection for Building and Improving your Machine Learning Model
Feature selection/creation/transformation is one of the most commonly overlooked areas in model building by aspiring Data Scientists. Usually, the task of model building gets reduced to trying all…
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Model Selection and Evaluation
This article is a continuation of a series I am writing on key theoretical concepts to Machine Learning. The other articles in this series are available on my page. Model Selection and Evaluation is…
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Model selection in machine learning
Model selection is the process of finding the best model for your data, but how does it work? Click here for a short introduction with an example.
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You Should Check Out This Effective Framework for Model Selection
Photo by vitamina poleznova on Unsplash In every machine learning project, we will be faced with the need to select a model to start improving what our starting baseline is. In fact, if the baseline g...
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