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@machinelearningwithhuman
List of good tutorials to start R by me
List of good tutorials to start R by me
Visit this link to join our YouTube.
R programming tutorial series:
only beginner: A total of 12 videos are there . It will cover statistics,R,time series(arima) and regression
link: click here
Note: Sound quality might be an issue.
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Tutorial: Learn How to do customer segmentation with R | pca, gap stat , k-mean in one sitting
Ues Bigquery , tensorflow and build a NN recommender using real world data available in Bigquery
Use R Build one Recommender system in one sitting
Confirmed Cases BreakDown Of Covid-19
#Finding the most vulnerable country by total number of confirmed cases as of now (6 April)
Technology : Bigquery , data studio
What this query does is to find all the confirmed cases based on january,february and march basis and showing records based on descending order based on the report we can say that
IF you see the results based on current scenario the results are alarming
Acc…
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The Basics of Bayesian Statistics
Bayesian statistics mostly involves conditional probability, which is the the probability of an event A given event B, and it can be calculated using the Bayes rule. The concept of conditional probability is widely used in medical testing, in which false positives and false negatives may occur. A false positive can be defined as a positive outcome on a medical test when the patient does not…
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Creating Mash-ups of data from multiple source in Excel
VanArsdel is a company that manufactures and sells sporting goods. The company has offices in the United States (US) and several other countries. Its sales comprise of US sales and International sales. VanArsdel’s sales come from its owned manufactured products, as well as other manufacturers’ products.
VanArsdel’s US office stores the sales data on a SQL Database on Microsoft Azure. This is…
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An Introduction to Cloud Composer
An Introduction to Cloud Composer
Workflows are a common theme in data analytics – they involve ingesting, transforming, and analyzing data to figure out the meaningful information within. In Google Cloud Platform (GCP), the tool for hosting workflows is Cloud Composer which is a hosted version of the popular open source workflow tool Apache Airflow.
Setup and requirements
log in into your cloud console.
Activate Google…
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What Is Federated Learning?
What Is Federated Learning?
Standard machine learning approaches require centralizing the training data on one machine or in a datacenter. And Google has built one of the most secure and robust cloud infrastructures for processing this data to make our services better. Now for models trained from user interaction with mobile devices, we’re introducing an additional approach: Federated Learning.
Federated Learning enables…
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Create an IoT hub using the Azure portal
Create an IoT hub using the Azure portal
Create an IoT hub
This section describes how to create an IoT hub using the Azure portal.
Sign in to the Azure portal.
From the Azure homepage, select the + Create a resource button, and then enter IoT Hub in the Search the Marketplace field.
Select IoT Hub from the search results, and then select Create.
On the Basics tab, complete the fields as follows:
Subscription: Select the subscription…
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How Azure Machine Learning works: Architecture and concepts
How Azure Machine Learning works: Architecture and concepts
How Azure Machine Learning works: Architecture and concepts
Workflow
The machine learning model workflow generally follows this sequence:
Train
Develop machine learning training scripts in Python or with the visual designer.
Create and configure a compute target.
Submit the scripts to the configured compute target to run in that environment. During training, the scripts can read from or…
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Monitor SQL performance in Linux
Monitor SQL performance in Linux
When you run SQL Server 2017 on a Linux server, you cannot use Windows Performance Monitor to gather and display performance counters because Performance Monitor is not supported on Linux.
Suppose you are a database administrator for a global novelty goods importer called Weed World Importers. You have migrated your customer-facing product database to a Linux server. Recently, some users have…
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insights from E-Commerce retail data set
insights from E-Commerce retail data set
We are using Bigquery as our data warehouse solution and using standard SQL as query language . For dataset we use Google’s Google Analytics logs of an merchants website.
You need to enable your bigquery account which has a daily limit and there after it is cost effective.
Click Navigation menu > BigQuery.
Click Done.
BigQuery public datasets are not displayed by default in the…
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BigQuery ML(move your model towards data and not data towards model)
BigQuery ML(move your model towards data and not data towards model)
Overview
BigQuery ML enables users to create and execute machine learning models in BigQuery using standard SQL queries. BigQuery ML democratizes machine learning by enabling SQL practitioners to build models using existing SQL tools and skills. BigQuery ML increases development speed by eliminating the need to move data.
BigQuery ML functionality is available by using:
The BigQuery web…
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Analyzing logs in real time using Fluentd and BigQuery
Analyzing logs in real time using Fluentd and BigQuery
This tutorial shows how to log browser traffic and analyze it in real time. This is useful when you have a significant amount of logging from various sources and you want to debug issues or generate up-to-date statistics from the logs.
The tutorial describes how to send log information generated by an NGINX web server to BigQuery using Fluentd, and then use BigQuery to analyze the log…
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Machine Learning crash course (Tensorflow Examples)
Machine Learning crash course (Tensorflow Examples)
machine learning comes with the learning pattern which is supervised learning at a first glance .so here is a brief about it
terms used here are :
the very first thing needs to keep in mind is framing your machine learning model/projects means what you want to achieve out of the data. example may contains as follows:
A regression model predicts continuous values. For example, regression…
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Become A Marketing Expert By using Google Cloud products learn the Art of Asking with a Browser
Become A Marketing Expert By using Google Cloud products learn the Art of Asking with a Browser
First thing first We will discuss what is Bigquery and why we are choosing Bigquery…..
BigQuery is Google’s fully managed, NoOps, low cost analytics database. With BigQuery you can query terabytes and terabytes of data without having any infrastructure to manage or needing a database administrator. BigQuery uses SQL and can take advantage of the pay-as-you-go model. BigQuery allows you to…
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