Tech Stories

In this episode I tried to explain the principle behind face regonition using PCA -Eigen face Approach PCA- Principal Component Analysis Eigen faces:  An eigenface is the name given to a set of eigenvectors when used in the computer vision problem of human face recognition. What is eigenvalues and eigenvectors in PCA? Eigenvectors are unit vectors with length or magnitude equal to 1. ...  Eigenvalues are coefficients applied to eigenvectors that give the vectors their length or magnitude.  Covariance Matrix:is a square matrix giving the covariance between each pair of elements of a given random vector. Listen the episode on all podcast platform and share your feedback as comments here  Do check the episode on various platform follow me on instagram  https://www.instagram.com/podcasteramit  Apple https://podcasts.apple.com/us/podcast/id1544510362  Huhopper Platform https://hubhopper.com/podcast/tech-stories/318515  Amazon https://music.amazon.com/podcasts/2fdb5c45-2016-459e-ba6a-3cbae5a1fa4d  Spotify https://open.spotify.com/show/2GhCrAjQuVMFYBq8GbLbwa

In this episode I tried to explain the term linear, regression it's types with the help of the physical interpretation using Linear thinking in this non linear world Regression is a measure of the relation between the mean value of one variable (e.g. output) and corresponding values of other variables (e.g. time and cost). Linear Regression is a supervised machine learning algorithm where the predicted output is continuous and has a constant slope. It's used to predict values within a continuous range, (e.g. sales, price) rather than trying to classify them into categories (e.g. cat, dog). Listen the episode on all podcast platform and share your feedback as comments here Do check the episode on various platform follow me on instagram https://www.instagram.com/podcasteramit Apple https://podcasts.apple.com/us/podcast/id1544510362 Huhopper Platform https://hubhopper.com/podcast/tech-stories/318515 Amazon https://music.amazon.com/podcasts/2fdb5c45-2016-459e-ba6a-3cbae5a1fa4d Spotify https://open.spotify.com/show/2GhCrAjQuVMFYBq8GbLbwa

In this Episode I tried to explain the term Classification , Classifier, Model with the help of Ecommerce Use CaseYou will understand following things in simpest way Types of Learners Lazy vs Eager1: KKN Classification2: Decison Tree3: Naives Algo4: Logistic Regression

Listen the episode on all podcast platform and share your feedback as comments here Do check the episode on various platform follow me on instagram https://www.instagram.com/podcasteramit Apple https://podcasts.apple.com/us/podcast/id1544510362 

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This episode is all about the term Label and Unlabel data, Superwise and Unsuper wise learning. I have tried my level best to explain the terms in easiest way. Following algorithms are covered   Classification  Logsitic Regression Naive Bayes Classifiers K-NN (k nearest neighbors) Decision Trees Support Vector Machine Types of Unsupervised Learning:- Clustering Exclusive (partitioning) Agglomerative Overlapping Probabilistic Clustering Types:- Hierarchical clustering K-means clustering Principal Component Analysis Singular Value Decomposition Independent Component Analysis Listen the episode on all podcast platform and share your feedback as comments here Do check the episode on various platform follow me on instagram https://www.instagram.com/podcasteramit Apple https://podcasts.apple.com/us/podcast/id1544510362 Huhopper Platform https://hubhopper.com/podcast/tech-stories/318515 Amazon https://music.amazon.com/podcasts/2fdb5c45-2016-459e-ba6a-3cbae5a1fa4d Spotify https://open.spotify.com/show/2GhCrAjQuVMFYBq8GbLbwa

In this story , I covered the term Data Science , Aritifical Intelligence, Machine Learning , Deep LearningData science in simple words can be defined as an interdisciplinary field of study that uses data for various research and reporting purposes to derive insights and meaning out of that data.Difference between AI vs ML vs DS vs DL.Listen the episode on all podcast platform and share your feedback as comments here

Do check the episode on various platformfollow me on instagramhttps://www.instagram.com/podcasteramitApplehttps://podcasts.apple.com/us/podcast/id1544510362Huhopper Platformhttps://hubhopper.com/podcast/tech-stories/318515Amazonhttps://music.amazon.com/podcasts/2fdb5c45-2016-459e-ba6a-3cbae5a1fa4dSpotifyhttps://open.spotify.com/show/2GhCrAjQuVMFYBq8GbLbwa

Facebook changed its parent company name to "Meta" on Thursday as the tech giant tries to move past being a scandal-plagued social networkIn this episode I talked about the META VERSE term defined as virtual-reality space in which users can interact with a computer-generated environment and other users.Following terms are touched #computer vision # AR, # VR # Data Security # Data Privacy # Data Science

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Applehttps://podcasts.apple.com/us/podcast/id1544510362Huhopper Platformhttps://hubhopper.com/podcast/tech-stories/318515Amazonhttps://music.amazon.com/podcasts/2fdb5c45-2016-459e-ba6a-3cbae5a1fa4dSpotifyhttps://open.spotify.com/show/2GhCrAjQuVMFYBq8GbLbwa

In this episode , I tried to touch the following areas like  Social Media DP and Status, Emotions, Petrol Prices, Data ProcessingData SourcesData SeriesData CleaningData ManipulationBig DataThis will be a continuous series  of episodes Covering : Data Science, Machine learning , AI , Big DataFollow me on Instagram: @ PodcasteramitSpotify:https://open.spotify.com/show/2GhCrAjQuVMFYBq8GbLbwa

This story pop ups in my mind after  this two incidents  First one ,Facebook and its family of apps were inaccessible for about two hours in last week  the second time in a week that the social network  experienced widespread problems with its services  Second one ,Many Reliance Jio users  began experiencing a complete loss of cellular service on the morning of  October 6. Here's all you need to know about the outage. In this episode I have covered the importance of Gadgets, Apps in our life .How Mobile is acting as important element for automation , AI , IoT etc Follow me on Instagram @podcasteramit

In this episode, I tried to explain the concept of Cloud Computing  History of Cloud, Cloud Services like IaaS, SaaS, PaaS, DaaS, FaaS etc The cloud refers to servers that are accessed over the Internet, and the software and databases that run on those servers. We have Different Cloud Service Providers like Google, Amazon, Microsoft Azure etc. Amazon Services like EC2(Elastic Computing Cloud). SS3(Simple Storage Service) Eg of IaaS :DigitalOcean, Linode, Amazon Web Services (AWS), Microsoft Azure, Google Compute Engine (GCE), Rackspace, and Cisco Metacloud. In this model, a company rents the servers and storage they need from a cloud provider. They then use that cloud infrastructure to build their applications. For example AWS EC2 which has only the hardware and you select the base OS to be installed. If you want to install Hadoop on that you have to do it yourself, it's just the base infrastructure AWS has provided. SAAS: Software As a Service Simple, cost-effective development and deployment of apps Scalable Highly available Developers can customize apps without the headache of maintaining the software Significant reduction in the amount of coding needed Automation of business policy Easy migration to the hybrid model Eg of SAAS: Gmail Google Drive Google Calendar Google Sheets Hangouts Google App Engine

This episode is dedicated to all engineers who are from the era of year 2000 to till date. Do listen the story, if you feel that you guys were also the same type of jugaadu engineers, post your comment on Instagram by tagging me @podcasteramit