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My 9th specialization certificate from Coursera
Machine Learning: Algorithms in the Real World Alberta Machine Intelligence Institute It is really an exciting journey! This...
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My 122nd certificate from Coursera
Optimizing Machine Learning Performance Alberta Machine Intelligence Institute In the real world, the journey to a successful machine...
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Post-Deployment of Machine Learning Models
Integrating Machine Learning Systems Issues arise from putting your machine learning model into a real life system. To...
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Machine Learning: Readiness, Responsibility and Regulatory Concerns
Although many organizations recognize the importance of machine learning for making the most of their businesses, very few...
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My #114 certificate from Coursera
Data for Machine LearningAlberta Machine Intelligence Institute Do you agree that the skills of manipulating data is more...
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Bad Data in Machine Learning
There are many ways that data can go wrong, sometimes through no fault of its own. Imbalanced Data...
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Building Good Features for Machine Learning
Having a deep understanding of data is an essential prerequisite for doing EDA (Exploratory Data Analysis) as well...
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Prepare Your Data for Machine Learning Success
Data never actually arrives in the exact perfect form you want it to, so you need data pipeline...
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Understanding Your Machine Learning Problems and Data
Recall in a previous course, we have introduced the Machine Learning Process Lifecycle (MLPL), simply put there are...
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My #94 course certificate from Coursera
Machine Learning Algorithms: Supervised Learning Tip to TailAlberta Machine Intelligence Institute There are many other courses that teach...
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Regression and Classification Model Assessment
Let’s take a look at how the performance of regression and classification models can be quantified so that...
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Logistic Regression & Support Vector Machines
Often, some of the “shifts” we need to make when we’re using regression based approaches for classification. There...
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Linear Regression
Recall that the concept of hypothesis spaces is a collection of hypotheses that might answer a particular question, and learning...
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Classification: Decision Trees and k-Nearest Neighbours
Classification Basics Machine learning uses learning data and learning algorithms to produce a model (or Question Answering Machine,...
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My #49 course certificate from Coursera
Introduction to Applied Machine LearningAlberta Machine Intelligence Institute This course looks at machine learning in a different light: business. Fanciful ideas...