Top 8 Neural Networks and Deep Learning Tutorials
Here is a list of top 8 neural networks tutorials (web pages) for getting started on neural networks and deep learning. Introduction to Deep Neural Networks Neural Networks and Deep Learning: Free online book to learn concepts related with neural networks and deep learning. Very good for beginners. Concepts explained using Handwritten digits. The book is authored by Michael Nielsen. Neural Networks: The page explains and demonstrates various types of neural networks along with applications of neural networks like ANNs in medicine. Coursera Course on Neural Networks for Machine Learning: This can be used to learn fundamentals related with artificial neural networks and how they’re being used for machine learning, …
Kubernetes Interview Questions and Answers – Set 1
This page represents practice test consisting of objective questions on Kubernetes. The practice test can prove to be very helpful if you are preparing to take Certified Kubernetes Administrator (CKA) certification examination in near future. It covers the Core Concepts from CKA certification exam syllabus. Those preparing for interviews in relation with Kubernetes or cloud-native apps would find these questions to be useful enough. These questions can prove to be useful for interns / freshers / beginners. These questions are related with some of the following topics: Introduction to Kubernetes Kubernetes objects Kubernetes controllers Below are other practice tests on Kubernetes concepts such as Pods, Pods lifecycle, Container hooks lifecycle, Kubernetes 1.8 release concepts such as …
20+ Usecases in Quantum Computing
Here is a list of 20+ Quantum Computing Use Cases in some of the following fields: Machine Learning and Computer Science Financial Modeling Healthcare and medicine Security and mission planning Machine Learning and Computer Science Detecting statistical anomalies Finding compressed models Recognizing images and patterns Training neural networks Verifying and validating software Classifying unstructured data Diagnosing circuit faults Financial Modeling Detecting market instabilities Developing trading strategies Optimizing trading trajectories Optimizing asset pricing and hedging Optimizing portfolios Healthcare and Medicine Detecting fraud Generating targeted cancer drug therapies Optimizing radiotherapy treatments Creating protein models Security and Mission Planning Detecting computer viruses & network intrusion Scheduling resources and optimal paths Determining set membership …
Top 6 Quantum Computing Companies to Follow in 2018
Here is the list of top 6 companies (and related pages) to watch out in quantum computing space in the year 2018 and later. You would want to bookmark the pages given below in order to follow their work in the area of quantum computing from time-to-time. D-wave: D-Wave quantum computers are based on superconducting processor that uses quantum mechanics to massively accelerate computation. Here is the link to technology overview of their quantum computer. Rigetti: Rigetti is building hardware and software with fundamentally new integrated circuits that store and process quantum information. IBM Quantum Computing: IBM is on the forefront of quantum computing and they are making their quantum …
Top 6 Container Orchestration Tool for Cloud-native Apps (2017-2018)
This page represents a list of top 6 container orchestration and management tool which can be used for your next cloud-native apps. Before getting into details, lets look at the trends (Google trends). Trends for Container Orchestration and Management Tools List of Container Orchestration and Management Tools Here is the list of container orchestration and management tools: Kubernetes: Kubernetes is an open-source system for automating deployment, scaling, and management of containerized applications. Following are some of the key features: Automatic places containers based on their resource requirements and other constraints Self-healing Horizontal scaling Automated rollouts and rollbacks Service discovery and load balancing Secret and configuration management Storage orchestration The following …
List of Facebook Opensource Projects
This page lists down high level summary of facebook open-source projects in the field of web and mobile technologies along with links for relevant pages. This information is intended to be useful and helpful for mobile and web (Javascript) developers. Facebook Open-source Projects Facebook has open-source projects in some of the following areas: Android (React Native, redex, buck, rebound, makeitopen, Fresco, Stetho, Infer) iOS (React Native, pop, Shimmer for iOS, buck, ComponentKit, FBMemoryProfiler, FBRetainCycleDetector, FBAllocationTracker) Web (React, HHVM, Parse Server, flow, Nuclide, Flux, rebound, huxley) Backend (HHVM, Parse Server, presto, GraphQL, osquery, rocksdb, haxl, parse-dashboard) Hardware (fboss, fbtftp) Pages / Links for Facebook projects Here are some links where you …
Blockchain Usecase – Airline Booking and Baggage Tracking
Blockchain is all out there to disrupt different industries requiring greater security (trust), traceability and transparency. Be it supply chain, manufacturing, logistics, real-estate, energy, airline industry etc. Here is another Blockchain use case in relation with Airline booking, baggage tracking, putting travel itinerary on Blockchain. Airlines such as Air New Zealand and Luftansa is exploring Blockchain to enhance / improve security and efficiency of services such as booking (rebooking) and baggage tracking. Blockchain would help connect suppliers such as airlines and hotels directly to sellers, allowing companies to bypass third-party vendors. Both Airline companies such as Air New Zealand and Luftansa has entered into strategic partnership with Winding Tree, a …
Top 3 Frameworks for Building Augmented Reality Apps (2017-2018)
Are you planning to get started with developing apps for Augmented Reality? Are you a Mobile / Web Developer planning to reskill or become an Augmented Reality Developer? If that be the case, check out this list of Augmented Reality tools / frameworks which would help you get started with developing augmented reality apps for different platforms such as iOS and Android. ARkit ARCore Wikitude ARkit for iPhone and iPad ARkit is a augmented reality platform by Apple. It will help you create apps providing augmented reality experiences for iPhone and iPad devices. It claims to do so by helping you easily blend digital objects and information with the surrounding …
Blockchain Usecase – Air Cargo Industry (Supply-chain)
Blockchain is being aggressively pursued by business owners and technology / business evangelists in order to determine if it would help business grow in addition to bringing competitive edge as a result of technology benefits provided by the Blockchain. Recently, a Blockchain proof-of-concept (POC) is successfully completed by Dnata, a provider of air and travel services in the Middle East. They evaluated the Blockchain potential in Dubai Air Cargo industry. The following company participated in the Blockchain POC: DNata flydubai Cargo IBM Blockchain Technology Benefits As a result of Blockchain POC, following benefits were realized: Elimination of redundant data Enhance visibility and transparency for all stakeholders Business Goal vis-a-vis Business …
Chief Robotics Officer (CRO) – Roles and Responsibilities
If your organization depends on supply chain management (SCM) or you are a manufacturing / logistics company, sooner than later, you would be needing smart machines and robotics to manage one or more business processes. And, given AI and robotics technology trends, the need for robotics to improve supply chain / manufacturing business processes by managing the blend of human and robotics / automated workers, is only going to increase in time to come. This would essentially mean that management would require to strategize appropriately to make best use of robotics / smart machines technologies in order to manage robotics workers in supply chain processes. This would require elevation of …
Martin Ford on Impact of AI & Robots on Society
This is a featured post on (Martin Ford), a futurist and author focusing on the impact of artificial intelligence (AI) and robotics on society and the economy. What Martin Ford has been saying / talking about? Here are some news feeds on Martin Ford which features his thoughts on AI and related topics: Who’s enjoying fruits of Innovation: In this article, he pointed out that AI is benefitting business owners, managers and investors more than the average workers. Earlier, workers knowing how to operate machines used to make them valuable enough to help them earn their livelihood. In the current age, machines are becoming autonomous and moving ahead in the …
70 Regression Analysis Interview Questions & Practice Tests
This page lists down practice tests (questions and answers), links to PDF files (consisting of interview questions) on Linear / Logistic Regression for machine learning / data scientist enthusiasts. These questions can prove to be useful, especially for machine learning / data science interns / freshers / beginners to check their knowledge from time-to-time or for upcoming interviews. Practice Tests on Linear / Multilinear Regression These are a set of four practice tests (consisting of 40 questions) covering linear (univariate) and multilinear (multivariate) regression in detail. Linear, Multiple regression interview questions and answers – Set 1 Linear, Multiple regression interview questions and answers – Set 2 Linear, Multiple regression interview …
Logistic Regression Interview Questions & Practice Tests
This page lists down a set of 30 interview questions on Logistic Regression (machine learning/data science) in form of objective questions and also provides links to a set of three practice tests that would help you test / check your knowledge on an ongoing basis. These questions and practice tests are intended to primarily help interns/freshers/beginners to help them brush up their knowledge in logistic regression from time to time. The following is a list of topics covered on this page. Introduction to logistic regression Logistic regression examples Evaluating performance of logistic regression and related techniques including AIC, deviance, ROC etc. Difference between linear and logistic regression Here is another post on …
OWASP 2017 Top 10 Web App Security Vulnerabilities
The following is a list of web application security vulnerabilities which made into the list of OWASP 2017 top 10 security vulnerabilities. Injection: Injection attack can lead to commands such as SQL, NoSQL, OS, LDAP executed by the related command interpretor resulting into execution of unintended commands thereby modifying the datasets or providing unauthorized access to the data. Broken authentication: Broken authentication attacks can lead to compromising passwords, keys or session tokens etc. Sensitive data exposure: Sensitive data exposure vulnerability would allow attackers to get an access to sensitive data such as identity related data (email address, mobile numbers), credit card related details etc. These data can be obtained from …
Top 6 IT Automation Framework for DevOps (2017-2018)
This page lists down top 6 IT automation framework which can be used to achieve DevOps goals in relation with IT automation. Chef: Chef claims to achieve speed, scale, and consistency by automating the infrastructure. Ansible: Open-source framework in order to scale automation, manage complex deployments and speed productivity. Puppet: Puppet claims to achieve IT automation in relation with delivering and operating software. CFEngine: Open-source light-weight automation fraemwork for automating large-scale, complex and mission critical IT infrastructure. It claims that it is known for its speed, stability, security and scalability. SaltStack: IT automation framework for DevOps RunDeck Trends for IT Automation Tools (2017) Below represents the trends of Chef, Puppet …
AWS Architects – Best Practices to build Efficient Systems
Here is a great resource (best practices and guidelines) which would help cloud architects (especially, AWS Solution architects) build the most secure, high-performing, resilient, and efficient infrastructure possible for their applications. That said, these cloud architecture whitepapers (pdf) would also prove helpful and useful for all kinds of cloud architects including Azure, Google Cloud, IBM, Oracle cloud etc. The following lists down the links for pages in related areas of interest: Operational excellence: Includes topics such as managing and automating changes, responding to events, and defining standards to successfully manage daily operations. Security: Includes aspects such as confidentiality and integrity of data, access-control, data audit etc Reliability: Includes topics such as recovery …
I found it very helpful. However the differences are not too understandable for me