Discover and read the best of Twitter Threads about #algorithms
Most recents (24)
Artificial Intelligence is the hottest technology in 2023. Most tech companies are making new investments in AI which has created new career opportunities not just in machine learning but in MLOps as well. This thread is on career opportunities in #MLOps. RT to spread the word.👇
What is MLOps?
As companies generate and collect vast amounts of customer data, managing these large datasets and the numerous machine-learning models they create will get increasingly complex. MLOps is sometimes referred to as #AIOps as well.
As companies generate and collect vast amounts of customer data, managing these large datasets and the numerous machine-learning models they create will get increasingly complex. MLOps is sometimes referred to as #AIOps as well.
MLOps is the systematic approach to managing the entire lifecycle of ML models and their deployment in a production environment. It combines principles and practices of software engineering and #DevOps to ensure efficient, reliable, and scalable management of ML models.
Great to see my #review on #pharmacogenomics in @NatureRevGenet. rdcu.be/c4iur
@BritPharmSoc @LivUni @pandtuol @CDSS_Liverpool @pgrnhub @pharmgkb @nwgmsa @LivUniISMIB
Key messages:
@BritPharmSoc @LivUni @pandtuol @CDSS_Liverpool @pgrnhub @pharmgkb @nwgmsa @LivUniISMIB
Key messages:
A. Wider definition of #pharmacogenomics
B. Pharmacogenomic #variation is common, we are exposed to many #drugs which require pharmacogenomic #guidance
C. There is increasing #evidence of #clinical #utility of #PGx
B. Pharmacogenomic #variation is common, we are exposed to many #drugs which require pharmacogenomic #guidance
C. There is increasing #evidence of #clinical #utility of #PGx
D. We need more studies on #diversity in #PGx
E. The time is right for #implementation of #PGx #personalised #prescribing
bps.ac.uk/getmedia/b43a3…
E. The time is right for #implementation of #PGx #personalised #prescribing
bps.ac.uk/getmedia/b43a3…
GM! Here are the top trending repos in web3, curated by top devs in the last 24 hours ✨.
Check the 6 projects in the thread below 🧵👇🏻
Check the 6 projects in the thread below 🧵👇🏻
Repo openai-cookbook by openai (4565 ⭐️)
+11 new ⭐️ in the last 24h from top devs
Examples and guides for using the OpenAI API
github.com/openai/openai-…
+11 new ⭐️ in the last 24h from top devs
Examples and guides for using the OpenAI API
github.com/openai/openai-…
Repo starknet_in_rust by lambdaclass (32 ⭐️)
+6 new ⭐️ in the last 24h from top devs
A Rust implementation of Starknet
github.com/lambdaclass/st…
+6 new ⭐️ in the last 24h from top devs
A Rust implementation of Starknet
github.com/lambdaclass/st…
#Dominion-#Scytl #Italy revisited.
- Swiss-American author and researcher Neal #Sutz has revealed that not just #Switzerland but also Italy played a major role in stealing #votes.
- Swiss-American author and researcher Neal #Sutz has revealed that not just #Switzerland but also Italy played a major role in stealing #votes.
'All Roads Lead To #Rome.'
- #Italy interfered with the #US #Elections. Let's first look at the possible players involved. #Obama and former PM of Italy #Renzi. The Story is developing.
archive.vn/kjGlU
- #Italy interfered with the #US #Elections. Let's first look at the possible players involved. #Obama and former PM of Italy #Renzi. The Story is developing.
archive.vn/kjGlU
#SCOTUS declines longshot 2020 #electionFraud challenge | -4h
Supreme Court declines to hear another longshot 2020 election fraud challenge.
cbsnews.com/atlanta/video/…
Supreme Court declines to hear another longshot 2020 election fraud challenge.
cbsnews.com/atlanta/video/…
GM! Here are the top trending repos in web3, curated by top devs in the last 24 hours ✨.
Check the 3 projects in the thread below 🧵👇🏻
Check the 3 projects in the thread below 🧵👇🏻
Repo awesome-algorithmic-game-theory by @badcryptobitch (32 ⭐️)
+5 new ⭐️ in the last 24h from top devs
An Awesome list for resources on algorithmic game theory
#algorithmic-game-theory #algorithms #game-theory
github.com/Mikerah/awesom…
+5 new ⭐️ in the last 24h from top devs
An Awesome list for resources on algorithmic game theory
#algorithmic-game-theory #algorithms #game-theory
github.com/Mikerah/awesom…
@badcryptobitch Repo tsparticles by @HollowMatt_ITA (4684 ⭐️)
+4 new ⭐️ in the last 24h from top devs
tsParticles - Easily create highly customizable JavaScript particles effects, confetti exp...
#particles #typescript #npm #javascript #animat...
github.com/matteobruni/ts…
+4 new ⭐️ in the last 24h from top devs
tsParticles - Easily create highly customizable JavaScript particles effects, confetti exp...
#particles #typescript #npm #javascript #animat...
github.com/matteobruni/ts…
Machine Learning is hard.
I felt like quitting whenever I get baffled by the amount of information to learn.
But I followed the path to learning from Math for ML.
Here are the 5 critical reasons why you should start with Math concepts for ML
THREAD🧵 ↓
I felt like quitting whenever I get baffled by the amount of information to learn.
But I followed the path to learning from Math for ML.
Here are the 5 critical reasons why you should start with Math concepts for ML
THREAD🧵 ↓
🤔 Why Math for ML:
**********************
📌 Machine learning algorithms rely on mathematical calculations to make predictions and decisions
**********************
📌 Machine learning algorithms rely on mathematical calculations to make predictions and decisions
📌 Many machine learning techniques, such as neural networks and deep learning, are based on linear algebra and calculus
[1/🧵] I've been reading a lot about #XRPL #scalability recently.
Let me quickly go through how #XRPL performs and #scales on these metrics:
▶️ Scale up "vertically"
▶️ Scale out "horizontally"
▶️ High volume & High value TX
▶️ High value & Low speed
Let me quickly go through how #XRPL performs and #scales on these metrics:
▶️ Scale up "vertically"
▶️ Scale out "horizontally"
▶️ High volume & High value TX
▶️ High value & Low speed
[2/17] 👉 Asynchronous TX speed—Scale up "vertically"
In contrast to #DAG-based systems, which operate in "chaotic order" and execute transactions in parallel, the #XRPL validates transactions in canonical transaction order—one Ledger at a time.
🔗 bitcoin.stackexchange.com/questions/7857…
. . .
In contrast to #DAG-based systems, which operate in "chaotic order" and execute transactions in parallel, the #XRPL validates transactions in canonical transaction order—one Ledger at a time.
🔗 bitcoin.stackexchange.com/questions/7857…
. . .
[3/17] . . .
❓ The approach for #DLT/#Blockchain-based systems such as #XRPL:
☑️ "Payment Channels"
🧐 It's a sophisticated feature for transmitting "asynchronous" #XRP #payments that may be broken into extremely small amounts and paid in total order afterwards.
. . .
❓ The approach for #DLT/#Blockchain-based systems such as #XRPL:
☑️ "Payment Channels"
🧐 It's a sophisticated feature for transmitting "asynchronous" #XRP #payments that may be broken into extremely small amounts and paid in total order afterwards.
. . .
Are you interested in learning about #bioinformatics and working with #genomic data? Here's a detailed #learning path to get you started:
To build a strong foundation in biology, you'll need to learn about:
The #structure and #function of #cells, including the various #organelles and their roles in the cell. This will help you understand how cells work and how they carry out essential functions such as #metabolism and #energy production.
🧵🧵 THREAD: 9 tips for successful #bioinformatics #projects 🧵🧵
1. Start by defining the aim, scope, and objectives of your project, and by identifying the #biological and #computational questions you want to answer.
2. Identify the #data sources, types, and formats, that are relevant and available for your project, and evaluate their quality, quantity, and suitability.
🧵#Bioinformatics applied to genomics, a THREAD🧵🧵:
#Genomics is the study of the entire #genetic makeup of an #organism, including its #DNA sequence, #gene structure, and regulation of #gene #expression.
#Bioinformatics is the application of computational techniques, such as #machine #learning and data mining, to the analysis of large datasets of biological information, such as #genomic, #proteomic, and #metabolomic data.
Are you interested in getting started in #bioinformatics but not sure where to begin? Here are some tips to help you get started on your journey. A THREAD🧵🧵:
Start by learning a high-level #programming language, such as #Python or #R, and familiarizing yourself with data structures and #algorithms commonly used in #bioinformatics. The #BioPython and #Bioconductor libraries are great resources for this.
Discussions about #FreeSpeech are misguided in the information age.
Even before our voices are drowned out by the noise on social media, or overwritten by information combatants, we lose our agency and decision autonomy to manipulative complex systems we don’t fully understand.
Even before our voices are drowned out by the noise on social media, or overwritten by information combatants, we lose our agency and decision autonomy to manipulative complex systems we don’t fully understand.
The whole point of the #enlightenment, the scientific revolution, our educational and #epistemic institutions was to empower individuals to find a way out of their self-imposed #immaturity, to take #agency over their lives and make informed decisions.
We need #epistemic clarity about reality, for without it, our agency will be blunted & our freedom a charade
It is public-interest education, journalism & science that truly make individuals in a #democratic society free, not the right to cast a vote or to elect a representative
It is public-interest education, journalism & science that truly make individuals in a #democratic society free, not the right to cast a vote or to elect a representative
*some* MEV Camp notes at Lisbon
Thanks to @mangomarkets @xNFT_Backpack @SolanaFndn @triton_one @jito_labs @Neodyme @FTX_Official @laine_sa_ and others for all the hard work and alfa leaks! 🫡
Brilliant talks by @buffalu__ @jackshaftoes @aeyakovenko @segfaultdoctor @TusharJain_
Thanks to @mangomarkets @xNFT_Backpack @SolanaFndn @triton_one @jito_labs @Neodyme @FTX_Official @laine_sa_ and others for all the hard work and alfa leaks! 🫡
Brilliant talks by @buffalu__ @jackshaftoes @aeyakovenko @segfaultdoctor @TusharJain_
@Neodyme notes cont’d
1/7
A 🧵...cause I'm getting worried...
It's noteworthy that this @Sprott offering, so germane to the current #ESG zeitgeist, was cancelled. Market sentiment + a general lack of knowledge due to institutional collapse threatens us all.
#BatteryMetals
A 🧵...cause I'm getting worried...
It's noteworthy that this @Sprott offering, so germane to the current #ESG zeitgeist, was cancelled. Market sentiment + a general lack of knowledge due to institutional collapse threatens us all.
#BatteryMetals
🧵2/7
The total annihilation of the #MSM lies at the heart of resource ignorance. @RealClearNews makes an effort, but it's difficult to think outside your tribe if you don't already possess general knowledge about natural resources.
The total annihilation of the #MSM lies at the heart of resource ignorance. @RealClearNews makes an effort, but it's difficult to think outside your tribe if you don't already possess general knowledge about natural resources.
🧵 3/7
The average person is informed by #MSM who takes its cue from #politicians who are strong on virtue signalling and weak on policymaking.
Clean air and extra 💸 in your bank account - who wouldn't like that? Sign me up @JustinTrudeau ! 👇
The average person is informed by #MSM who takes its cue from #politicians who are strong on virtue signalling and weak on policymaking.
Clean air and extra 💸 in your bank account - who wouldn't like that? Sign me up @JustinTrudeau ! 👇
Information overload is a huge problem! It will only get worse unless you have #goals, #strategy, and systems for dealing with it. After 35+ years in IT, I'm retooling my personal #Information #technology toolset again. Gathering via @raindrop_io 1/x
see raindrop.io/doug-vos/misc-…
see raindrop.io/doug-vos/misc-…
However, the biggest IT #Algorithms of collecting, sorting, and naming things (#data) really never change. We just have new tools for #DataScience, #Datavisualization, and #datatransformation. As @bobdylan said: Man gave names to all the animals. 2/x
Ever wondered what algorithm can sum a list/array the fastest in Python? Here's a surface level overview
A Thread 🧵👇
#python3 #pythonic #pythonprogramming #programming #Algorithms #DataScience
A Thread 🧵👇
#python3 #pythonic #pythonprogramming #programming #Algorithms #DataScience
First of we generated a random list of "1000000" numbers to feed all the algorithms.
This very first algorithm uses the built-in sum method. Its the easiest one to implement.
This very first algorithm uses the built-in sum method. Its the easiest one to implement.
Second algorithm is just the traditional approach of creating a variable and then using a for loop to add the sum into it.
Quale sarà la maggiore causa di morte nel 2050?
#Cancro? Malattie cardiache? #Diabete? Incidenti?
No
Le infezioni batteriche resistenti agli antibiotici
Ma si possono trattare con un virus.
A thread
#antibioticresistance #antibiotics #bacteria #infectiousdiseases
1/n
#Cancro? Malattie cardiache? #Diabete? Incidenti?
No
Le infezioni batteriche resistenti agli antibiotici
Ma si possono trattare con un virus.
A thread
#antibioticresistance #antibiotics #bacteria #infectiousdiseases
1/n
Ogni anno in Italia muoiono più di 11'000 persone per infezioni resistenti agli antibiotici. E il problema non riguarda soltanto soggetti anziani, debilitati o ospedalizzati.
2/n
2/n
Se il fenomeno dell'antibiotico resistenza non viene arginato ci ritroveremo con moltissimi batteri letali.
Gli antibiotici che fino ad oggi ci hanno aiutato a gestire questa battaglia sono definiti la più grande scoperta della medicina moderna.
3/n
thelancet.com/journals/lance…
Gli antibiotici che fino ad oggi ci hanno aiutato a gestire questa battaglia sono definiti la più grande scoperta della medicina moderna.
3/n
thelancet.com/journals/lance…
Another great development from @nixtlainc, ETS from StatsForecast is much more accurate and over 100 faster than NeuralProphet.
nice work @fede_gr and @nixtlainc team
#timeseries #forecasting
nice work @fede_gr and @nixtlainc team
#timeseries #forecasting
Last year a few data scientists including myself exposed severe issues with facebook prophet resulting in facebook pulling down claims such as “with facebook prophet anyone can produce better forecasts than human experts “.
Still the hope was that with Neural Prophet things will be better and one can at least partially repair the worst forecasting model of the XXIst century - Facebook Prophet. valeman.medium.com/benchmarking-f…
Surgical Decision Making Heuristics 🧵
I estimate a #neurosurgery on call doubles the usual 3000 decisions we make each day.
A "razor" cuts away what is unnecessary and simplifies decision making.
Here are 10 surgical razors to sharpen your decisions:
I estimate a #neurosurgery on call doubles the usual 3000 decisions we make each day.
A "razor" cuts away what is unnecessary and simplifies decision making.
Here are 10 surgical razors to sharpen your decisions:
Occam’s Razor: (The OG Razor)
"Plurality must never be posited without necessity." If the patient with the enlarging CSDH has worsening falls, its likely the CSDH and not the new medicine they’ve started.
"Plurality must never be posited without necessity." If the patient with the enlarging CSDH has worsening falls, its likely the CSDH and not the new medicine they’ve started.
Hickam’s Dictum:
"A man can have as many diseases as he damn well pleases.” The patient with the enlarging CSDH may also have had a stroke causing their falls.
Occam's > Hickam's in my experience.
"A man can have as many diseases as he damn well pleases.” The patient with the enlarging CSDH may also have had a stroke causing their falls.
Occam's > Hickam's in my experience.
EXCLUSIVE: Google tells TNM they are tackling bias in search.
That’s when a search engine favours some results over others.
So what’s the problem - and the solution? 🤔
More in our exclusive interview with Vice President of Search @Google, Pandu Nayak...
A thread...🧵
That’s when a search engine favours some results over others.
So what’s the problem - and the solution? 🤔
More in our exclusive interview with Vice President of Search @Google, Pandu Nayak...
A thread...🧵
1/ “15% of the searches we get every single day are one’s we’ve never seen before”
Here’s the challenge. The web has “hundreds of billions or trillions of pages”.
There’s no way humans can process and rank all the results fast enough.
So Google uses algorithms…
Here’s the challenge. The web has “hundreds of billions or trillions of pages”.
There’s no way humans can process and rank all the results fast enough.
So Google uses algorithms…
2/ “One of the biggest myths that there is on search is that it is heavily personalised”
Challenge no.2: the web is changing all the time as new content is published.
And that can affect how search results are ranked, and what information is fed to you…
Challenge no.2: the web is changing all the time as new content is published.
And that can affect how search results are ranked, and what information is fed to you…
Celebrating now the end of wild west on #Internet with a glass of tea! #Europe is designing its digital future & need sharp teeth to its new powers! #Platforms will operate in a legal framework that until now was nonexistent #DSA #DMA 🎊 @EU_Commission @Europarl_EN #Mythread 1/1
No more domination of technological giants in 🇪🇺 VP @vestager said #DSA #DMA are basic pillars of the efforts to impose stricter rules on #usedandabused technology groups& establish regulations suitable for #Internet era. 1/2
#Democracy now sets the rules for #digital world, rather than the tech giants. #DSA #DMA. #Vestager 1/3
Hola dev,
Si estás preparándote para entrevistas técnicas dónde hay una etapa de código o “whiteboard” te recomiendo que uses el plan de estudios LeetCode75 (@LeetCode), aquí te explico en que consiste. #algorithms #Interviews
👇🏻
Si estás preparándote para entrevistas técnicas dónde hay una etapa de código o “whiteboard” te recomiendo que uses el plan de estudios LeetCode75 (@LeetCode), aquí te explico en que consiste. #algorithms #Interviews
👇🏻
En LeetCode75 vas a encontrar una lista completa y simplificada de contenido seleccionado para mejorar tus habilidades técnicas 🤓💪🏻
Tiene 2 niveles de las 75 mejores preguntas para que te prepares y no pierdas tiempo en generar tu propio plan de estudios, fue creada >>
Tiene 2 niveles de las 75 mejores preguntas para que te prepares y no pierdas tiempo en generar tu propio plan de estudios, fue creada >>
considerando la experiencia de otros Ing. de Software y sus procesos.
El objetivo es que pongas tus esfuerzos 🧠📝 únicamente en tu preparación y no distraerte al crear tu lista entre tantos algoritmos de la plataforma y así desde el primer día puedes empezar a estudiar. >>
El objetivo es que pongas tus esfuerzos 🧠📝 únicamente en tu preparación y no distraerte al crear tu lista entre tantos algoritmos de la plataforma y así desde el primer día puedes empezar a estudiar. >>
Today might be D-Day for the Digital Services Act!
Together with the European Parliament & Council, the Commission has worked in record time to protect 🇪🇺 citizens online.
Here are the 10 things you need to know about the #DSA ahead of our (hopefully) final trilogue.
🧵⤵️
Together with the European Parliament & Council, the Commission has worked in record time to protect 🇪🇺 citizens online.
Here are the 10 things you need to know about the #DSA ahead of our (hopefully) final trilogue.
🧵⤵️
1️⃣ With great power comes great responsibility 🕷
The DSA is setting clear, harmonised #obligations for platforms – proportionate to size, impact & risk.
#DSA
The DSA is setting clear, harmonised #obligations for platforms – proportionate to size, impact & risk.
#DSA
This is what targeted racial harassment looks like: nitpicking things like “smiled” or “wore clothes like a celebrity, as a celebrity” or “bought cookware.” It is part of the “gold digger” narrative.
This is common in #healthcare “#professionalism” where there is hazing & bullying by racist &/or classist made up non-rules lacking standards…yet people are called “breaking the rules.”
It’s exactly how bullies operate: double standards, mislabel/smear, exclude, marginalize.
It’s exactly how bullies operate: double standards, mislabel/smear, exclude, marginalize.
In the U.K., “BAME” includes the formerly colonized, thus making race constructs or power different from U.S. as latter had race-based chattel slavery.
Thing is, those formerly colonized have many who have internalized self hate & racism.
psycnet.apa.org/record/2021-69…
Thing is, those formerly colonized have many who have internalized self hate & racism.
psycnet.apa.org/record/2021-69…
