1.1 What is "Cloud Computing"
1.2 Regions
1.3 Availability Zones
1.4 Edge Locations
1.5 Scope of Services
The MERN stack consists of the following technologies:
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MONGODB: A document-based open source database.
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Express: A web application framework for Node.js
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React: A JavaScript front-end library for building user interfaces.
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Node.js: JavaScript run-time environment that executes JavaScript code outside of a browser ( such as a server)
and Mongoose: Simple, schema-based solution to model application data.
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January 19, 2020 18:14
Time Series Analysis : Stationary, Trend, Seasonal, Decomposition, Differences, Windowing, Running Values, Exponential Smoothing, Fill Methods, Resampling, Jackknife Estimation, Bootstrapping, Fourier Transform , Filtering, Correlation, Auto-Correlation, Partial Auto-Correlation, Random Walks, Dickey-Fuller Test, ARIMA Models
- A set of values measured sequentially in time
- Values are typically (but not always) measured at equal interval x1, x2, x3, etc..
- Values can be:
- Continuous
- discrete or symbolic (words)
- Associated with empirical observation of time varying phenomena:
- Stock market price (day, hour, minute, tick etc...)
- Temperature (day, minute, second, etc..)
OddExtension5
/ microservices.md
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January 20, 2020 16:32
Microservices Architecture and Design: Understanding core concepts, challenges, and hybrid architectures
+ January 21 & 22, 2020 (8:30pm - 11:30 pm IST)
+ By MARK RICHARDS
Microservices is one of the latest software architecture styles that promises to deliver benefits such as ease of testing, fast and easy deployments, fine-grained scalability, architectural modularity, and overall agility. It is undeniably one of the more popular trends in the software industry, and everyone seems to be eager to quickly embrace and adapt this new architecture style. Unfortunately, as many companies are painfully experiencing, microservices is a fairly complex architecture style that is not suited for all applications and environments.
By the end of this live, hands-on, online course, you’ll understand:
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January 27, 2020 17:40
SOLID Principles of Object-Oriented and Agile Design By Robert Martin
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February 21, 2020 11:39
Deploying Machine Learning Model in Production
Here is a general end to end pipeline for a data science project.
1. Define Business Objective & Criteria for Success
- Experimental Design
- Identify the business/product objective
- Identify & hypothesize goals and criteria for success
- Create a set of questions for identifying correct data set
- Define which machine learning evaluation metric will be used to quantify quality of predictions
OddExtension5
/ 01.target.md
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March 15, 2020 15:39
Plan: Operating System & Computer Networks #Sushil #Harsh
We will completely focus on various certification examination of Linux and Networking. This is the best way to gain both theorectical and practical knoweldge. I have listed some linux and networking certifcation exams details, llinks and resources. Follow the link and resources for getting idea of the exam and syllabus.
In a day or two I will attach the plan for both of us, so we effectively get started with our work.
Note: It is not compulsory to follow my resources , if you have one you can follow that. Just try to cover the whole syllabus of the given certification.
Linux Foundation Certified System Administrator (LFCS)
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