Free Resources To Learn Python For Machine Learning

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10 Machine Learning Projects for Beginners with Source code and datasets

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1. Stock Price Prediction

The project is about predicting future stock returns based on the past returns and numerical news indicators by examining different forecasting techniques to construct a portfolio of multiple stocks to diversify the

2. Wine Quality Testing

The wine quality test project compares wines based on their physicochemical tests like alcohol content, fixed acidity, density, pH, and

3. Sentiment Analysis

A sentiment analyzer learns about various sentiments post of the user on social media. Data generated by Platforms like Facebook, Reddit, YouTube, Twitter is mined to understand trends, public sentiments and

4. Handwritten Character Recognition

The handwritten character recognition project requires modeling of neural networks to detect and recognize handwritten characters like alphabets and

7 GitHub Repositories (Self Taught) Developers Must Follow

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1. Free Programming Books

This repository contains tons of free programming books. It has grown to become one of GitHub's most popular repositories, with 160,000+ stars, 6000+ commits, 1600+ contributors, and 39,000+

2. Coding Interview University

This is a multi-month study plan for going from web developer (self-taught, no CS degree) to software engineer for a large

3. Developer Roadmap

Here you will find a set of charts demonstrating the paths that you can take and the technologies that you would want to adopt in order to become a frontend, backend or a

4.

Are you a web developer?

Here are few Productive Tools that will save you 10+ hours per week

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1. Metatags

This tool can help you to test and view your website's preview when viewed on Google, Facebook, or

2. ExtractCSS

This tool can help you to extract element Id, class, and inline styles from HTML documents and output them as CSS

3. WhatRuns

This tool can help you to peek at other site's themes, plugins, and server info used. WhatRuns can be installed on @firefox and

4. Unminify

Free tool to unminify javascript, CSS, HTML, XML, and JSON code making it readable and

7 Github Repos That Will Help You Ace Your Next Coding Interview

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1. Coding Interview University

This is an excellent Github repository for new software engineers or those who are making a career switch from web development to software

2. Awesome Interview Questions

It is a curated list of a variety of coding interview questions to test your knowledge. This repository is suitable for almost every role related to the field of software engineering and

3. The System Design Primer

This repository serves as a fantastic reference to various system design topics.
Even if you are new to system design, this resource covers every principle and topic you need to know from the ground

4. Interview Handbook

If you want to land a job but you are completely new to the entire process, this repository is a perfect place to find practical content that covers everything related to a technical

Kolaru Pathigam-Thevaram hymn composed by ThiruGnana Sambandar- #Thread

In Tamil Kol means planets,Aru means cut- set of songs in Kolaru Pathigam addresses all Navagrahas& last 2 lines of every song with end a plea to Bhagwan Shiva to reduce/erase the ill effects of Navagrahas

கோளறு பதிகம் - This pathigam was sung by Thirugnana Sambandar at Thirumaraikadu Kshetram -Vedaranyam,Tamilnadu

Thirugnana Sambandar & Appar(Thirunavukkarasar) travelled together to various Shiva Alayam to spread shivam & bhakti among people.They both reached Thirumaraikadu.

Thirumaraikadu(Vedaranyam) -
Appar & Sambandar were asked to enter the temple through side entrance.The main door was locked by Vedas many years ago.Appar&Sambandar sang devotional hymns praising Shiva, after which the gates opened & closed.After which main door opened for all.

After darshan of Bhagwan Shiva at Thirumaraikkadu,Sambandar received a message to travel to Madurai.
During that time, Samanam was on the rise in the Pandya Kingdom.The Pandya King converted to Samanam.The Queen Mangaiyarkkarasi was a staunch Shiva devotee and was upset.

Kularchirai Nayanar ,Chief Minister of Pandya kingdom was in agony by the turn of events.Queen requested Kulachirai Nayanar to escort Thiru gnana Sambandar to Madurai.Kularchirai Nayanar met Thiru gnana Sambandar at Thirumaraikkadu & requested him to visit Madurai.

Here is the detailed information of about strategy,

Entry time : 9.30 - 10
Exit : Upto you

Strategy :
Sell weekly ATM CE & PE at almost equal price
For ex : Sell Nifty 17250 CE at 50 and Nifty 17250 PE at 48 so it will become short straddle

Buy monthly ATM or near ATM CE & PE at matching price (5-10 points diff should be fine) as hedge
For ex : Buy Nifty 17250 CE at 150 and Nifty 17300 PE at 155 so it will become long straddle.

Weekly Short straddle + Monthly Long straddle

Adjustment:

• If you feel slightly bullish/bearish then no adjustment needed
• If Nifty moves 50 up or down and sustain then just simply roll up or down half of qnty and keep rest of the quantity. If market goes up or down further then roll up or down rest.

• If Nifty moves one side or about to breach BEP then add equal amount of lot. This can balance tested side. For ex: If I bought 17300 CE 4 lot as hedge then add 4 lot so you will have only one side risk . Note: Remember to keep SL at cost price (only for additional lot bought)

Capital requirement:
2.2 L for 4 lot
Adjustment requires additional capital upto 1L

Note : High risk high reward strategy, please don’t execute until you fully understand. Kindly do paper trading or backtest.
RR : 1:1
POP : 45-55%

#தினம்_ஒரு_திருவாசகம்
தொல்லை இரும்பிறவிச் சூழும் தளை நீக்கி
அல்லல் அறுத்து ஆனந்தம் ஆக்கியதே – எல்லை
மருவா நெறியளிக்கும் வாதவூர் எங்கோன்
திருவாசகம் என்னும் தேன்

பொருள்:
1.எப்போது ஆரம்பித்தது என அறியப்படமுடியாத தொலை காலமாக (தொல்லை)

2. இருந்து வரும் (இரும்)

3.பிறவிப் பயணத்திலே ஆழ்த்துகின்ற (பிறவி சூழும்)

4.அறியாமையாகிய இடரை (தளை)

5.அகற்றி (நீக்கி),

6.அதன் விளைவால் சுகதுக்கமெனும் துயரங்கள் விலக (அல்லல் அறுத்து),

7.முழுநிறைவாய்த் தன்னுளே இறைவனை உணர்த்துவதே (ஆனந்த மாக்கியதே),

8.பிறந்து இறக்கும் காலவெளிகளில் (எல்லை)

9.பிணைக்காமல் (மருவா)

10.காக்கும் மெய்யறிவினைத் தருகின்ற (நெறியளிக்கும்),

11.என் தலைவனான மாணிக்க வாசகரின் (வாதவூரெங்கோன்)

12.திருவாசகம் எனும் தேன் (திருவா சகமென்னுந் தேன்)

முதல்வரி: பிறவி என்பது முன்வினை விதையால் முளைப்பதோர் பெருமரம். அந்த ‘முன்வினை’ எங்கு ஆரம்பித்தது எனச் சொல்ல இயலாது. ஆனால் ‘அறியாமை’ ஒன்றே ஆசைக்கும்,, அச்சத்துக்கும் காரணம் என்பதால், அவையே வினைகளை விளைவிப்பன என்பதால், தொடர்ந்து வரும் பிறவிகளுக்கு, ‘அறியாமையே’ காரணம்

அறியாமைக்கு ஆரம்பம் கிடையாது. நமக்கு ஒரு பொருளைப் பற்றிய அறிவு எப்போதிருந்து இல்லை? அதைச் சொல்ல முடியாது. அதனாலேதான் முதலடியில், ஆரம்பமில்லாத அஞ்ஞானத்தை பிறவிகளுக்குக் காரணமாகச் சொல்லியது. ஆனால் அறியாமை, அறிவின் எழுச்சியால், அப்போதே முடிந்து விடும்.

If you are the CEO or CFO at a business who banks with SVB; here are some things you CAN do over the weekend

1. Build a 4 week rolling daily receipts and payments style cashflow forecast.

2. Gear up finance team to actualize & reforecast every AM by 10am

3. Schedule a Daily Cash Management Crisis call for 10am every day. CEO to chair

4. Redirect any future cash receipts / revenue into non SVB accounts. Don’t throw fresh money on the fire.

5. If SVB is your only current bank. Open accounts with 2 other AA or A rated banks.

6. Go supplier by supplier and grade them a, b or c
a - showstoppers
b - pay if you can
c - don’t pay

You want as few a’s as possible, ideally none.

7. Find out how to get your $250k FDIC cash.

8. If you are able to pull any deposits or bonds back into a non SVB account. Do it. Put hands on any liquid you can.

9. Communicate a salary deferral plan with your top team. CEO takes the most pain $ and %. Important signal.

10. Elevate sign off of all new POs to CEO and CFO jointly. Don’t sign any off.

11. Make a list of ‘survival headcount’. The bare minimum on which the business can operate.

You may need this to prioritize payroll later.

@aldothetrainer @Artofphysique_ @buzz_chronicles @rattibha @SaveToBookmarks save as Workouts