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If you think backwards in time you may make some sense out of this non-story. I haven't been able to... nEVER!

In this chapter, we will be looking at the basics - the idea of prediction, using traditional regression and moving towards learning based methods.

From traditional regression to neural networks - it's not that big a leap as you might think. In this book, let's get a peek into this transition while appreciating how animal kingdom is already using this strategy. We will be taking help from our friend - intuition - time and again.

This online tool can be used to download (extract) captions / subtitles from YouTube in the language of your choice and formats such as plain text, vtt or srt.

Setup audio both with and without an external dock. Force detection of audio devices including speakers and microphones.

Why do we use standard deviation at most places when we have conceptually easier to understand mean absolute division? Let's try to figure it out.

See in Wireshark GUI (on Windows, e.g.) packets coming from a remote machine in real time!

Go back to using the old style Wikipedia that had more content per screen (on widescreens), without using browser extensions and without compromising privacy.

When there is competition between a yogi's charm and his determination, which will win?

जब प्रतिस्पर्धा योगी के रूप और उसके निश्चय के बीच हो, तो विजयी कौन होगा?

Get path to selected items (in Windows explorer) into the clipboard

It's possible! With VS Code, we can connect to a Linux machine from Windows and work on our code as if the code was sitting on our host machine.

Further, we can even configure VS Code to read our SSH config and present us with our pre-configured connections along with the option of using public key authentication.

The story of an unexpected helper to come in the life of great mathematician Bhaskaracharya.

भास्कराचार्य के गणित-प्रधान जीवन में अनपेक्षित ढंग से सहायिका बन के आने वाली उनकी धर्मपत्नी की कहानी

VS Code in itself is developer's delight. Add remote development to it with (or without) WSL, Docker and Dev Containers - and it is heaven! Well, for a coder at least.

A truly portable and secure solution for managing your 2FA accounts! No need to worry about losing your laptop, phone or changing from Android to iOS or vice versa (well, at least in terms of having your 2FA accounts reconfigured 🙂).

Find solution to a knight's tour problem starting with any position.

The same old story - desires are not fulfilled in this world and all that blah blah. Read it for perhaps gaining some new insight into this age old wisdom.

What is a Tensor - in real physical sense? Is it a complex physical entity, a double vector, or just a mathematical notation with no physical meaning? Have an understanding from different points of view.

Learn about LSTMs, and see why they work the way they do by interacting with one!
It's astonishing to see that by using a very simple mechanism, we can somewhat generate the pattern long and short term memory are supposed to follow.

After constructing the theoretical framework in the last chapter, we will now be dealing with some of the practical difficulties.

From traditional regression to neural networks - it's not that big a leap as you might think. In this book, let's get a peek into this transition while appreciating how animal kingdom is already using this strategy. We will be taking help from our friend - intuition - time and again.

Let's get to the basic physics of flying using a thrust that is less than the weight of the body. It's not only possible, but it's so natural that we should actually ask why do we need any thrust at all!

सत्य और परोपकार का रास्ता ही वेदान्त का रास्ता है, और इस रास्ते पर चलने वाला हर व्यक्ति वेदान्ती है, फिर चाहे वो इस कहानी के नायक भगत जैसा निपट गँवार ही क्यों न हो!

A simple 9x9 Sudoku Solver tool using backtracking. The current version runs on Python.

See the Information Theory in a new light. Understand intuitively how the information of an event naturally relates to its probability and encoding
And, it's nice to know that understanding information theory helps in getting some of the aspects of machine learning as well.

एक बालक की प्रेरणात्मक कहानी जिसका सत्य के प्रति प्रेम अनुपम व साहस अजेय थे।

Archimedes' principle is straightforward, but let's see if there are other more natural explanations.

In this chapter, we'll be looking at the description of recurrent neural network (RNN).

In this chapter, we will be sharpening our theoretical tools and sneak our way into the mathematics of neural networks.

From traditional regression to neural networks - it's not that big a leap as you might think. In this book, let's get a peek into this transition while appreciating how animal kingdom is already using this strategy. We will be taking help from our friend - intuition - time and again.

"क्या इस तूफानी रात में आपकी झोपड़ी में एक अनजान मेहमान के लिए जगह है?" "घर की बात क्या करनी, दिल में है, फिर घर में तो बन ही जाएगी!"

The story of a kid whose courage and morals were invincible.

The threefold division - everything is under the threefold division. What remains when there is no division?

Let's face it - there is so much pain in the world. Along with pleasure of course, but I've no problem with the latter! Why, for God's sake, why?

A very beautiful, counterintuitive and yet so simple puzzle! Have a look here, and see for yourself intuitively why it works.

Let's derive the probability equations that govern the predictions of the famous Monty Hall problem. Doing it for generalized number of total, closed and open doors gives us a better understanding and deeper satisfaction!

सब कुछ की चाह में है सब कुछ छोड़ दिया... अब फिर से सब कुछ के तलबगार बने बैठे हैं! एक कविता, एक जद्दोजहद!

Shackles, be those of iron or gold, serve just one purpose - tying you up, stopping you. And stopped, you are done!

ज़ंजीर चाहे लोहे की हो सोने की, दोनों का काम एक ही है - बांध लेना, रोक लेना। और जो रुक गए तो गए काम से!

Let's dissect one of the (if not the) most beautiful equations in mathematics.

A demo tool for scraping share prices from Google Finance.

सत्य की प्यास और अन्तर्मन के प्रयास - ये दोनों ही दुनिया को अक्सर दिखाई नहीं पड़ते। लेकिन इनकी पीड़ा गहरी होती है और चोट घातक। और जब समय आता है... फिर रुकने वाले रुकते हैं कहाँ!

मेरी इब्तिदा नहीं, कोई इंतहाँ नहीं, पैदा अभी हुआ, अभी मौत आ गयी... हदों-वध पीर कदी-कदी बेइंतहाँ खुशी दी वजह बन जांदी ए!

मत पूछो हम कहाँ कहाँ और कौन सी बाज़ी हारे हैं... पर जीत के लाये हम देखो दुनिया के आँसू सारे हैं! A power-packed outburst.

जो फिज़ूल ही बरसों-बरस नाचा किया, वो मोर नहीं नो-मोर था! बदहाली और बदगुमानी का दौर निकल जाने के बाद दिल से निकले कुछ ख़याल, मुलाएज़ा फरमाइये.

बाँध हमने भी अपना सामान है लिया... बस ये समझ लो की अब गए तब गए! आइए ग़म को छूकर महसूस करें।

कितने जन्मों का स़वाब अब रंग लाया है, यकीन नहीं होता कि आपने हमें अपनाया है! अत्यधिक मिठास से भरी इस कविता से आप भी मुँह मीठा कीजिये!

This is pure love in the form of words! Pure, unconditional, selfless, all-giving love.

A humble attempt at explaining the relativity of physics and the physics of relativity, with special treatment to vector analysis. Some knowledge of calculus is required.

The thirst for truth and the efforts of the subconscious are both not visible to others. But their pain is severe and effect substantial. And when the time comes... these become unstoppable.

"वो लगन लगी, वो अगन जगी फिर मज़ा आ गया जीने में"

आज से फिर नए सफ़र में आरज़ू की रेल चली... ऊर्जा से ओत-प्रोत, उत्साह से सराबोर एक कविता प्रस्तुत है! ...देख कर मुझको ऐ साक़ी जाम क्यों शरमा गया आह इस पे भी मेरा नशा मेरा नशा है छा गया!

आइये कल्पना के पंखों पर सवार हो कर मंगल की सैर कर लें। एक विज्ञान-कथा। मंगल ग्रह पर समृद्धि अपनी चरमावस्था पर थी... वैज्ञानिक अपने प्रयोगों में मग्न था...