Bad Data in Machine Learning
There are many ways that data can go wrong, sometimes through no fault of its own. Imbalanced Data...
Building Good Features for Machine Learning
Having a deep understanding of data is an essential prerequisite for doing EDA (Exploratory Data Analysis) as well...
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...
Building Effective Team Cultures
The definition of a team is basically a group of people working together toward a common goal. Teamwork...
TensorFlow: Normalizing Flow Models
Generative models are a kind of statistical model that aims to learn the underlying data distribution itself. If a generative...
Google Cloud Network Hybrid Connectivity
Different applications and workloads require different network connectivity solutions. Google supports multiple ways to connect your infrastructure to...
Contract Law: Counteroffers, Irrevocable Offers, and Indefinite Terms
What happens when an offeree attempts to accept an offer while modifying the terms? In the case Minneapolis...
Contract Law: Assent, Offer and Acceptance
Mutual Assent Mutual ascent describes an agreement between two parties that intend to form a contract. Parties often...
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...
Azure Management Tools and Security Solutions
Microsoft Azure offers a wide range of services to deploy your applications. To keep control of your environment...
Microsoft Azure Core Concepts and Services
Cloud Computing Advantages There are several benefits that a Cloud environment has over a physical environment: High Availability Cloud-based...
The Central Bank as a Clearinghouse
It is unusual to think about banking as a system of payments, and central banking as a clearing...
TensorFlow: Probabilistic Deep Learning Models
Unfortunately, deep learning models aren’t always accurate, especially when asked to make predictions on new data points that are dissimilar to the...
Google Cloud Big Data and Machine Learning Fundamentals
This course provides an introduction to the tools and technologies Google Cloud offers to work with large data sets...
Contract Law: Consideration and Its Substitutes
Requirements Contracts & Output Contracts A requirements contract is a form of contract where a seller agrees to...