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Do you want to learn the maths for machine learning but don't know where to start?
This thread is for you.
🧵👇
The guide that you will see below is based on resources that I came across, and some of my experiences over the past 2 years or so.
I use these resources and they will (hopefully) help you in understanding the theoretical aspects of machine learning very well.
Before diving into maths, I suggest first having solid programming skills in Python.
Read this thread for more
These are topics of math you'll have to focus on for machine learning👇
- Trigonometry & Algebra
These are the main pre-requisites for other topics on this list.
(There are other pre-requites but these are the most common)
- Linear Algebra
To manipulate and represent data.
- Calculus
To train and optimize your machine learning model, this is very important.
This thread is for you.
🧵👇
The guide that you will see below is based on resources that I came across, and some of my experiences over the past 2 years or so.
I use these resources and they will (hopefully) help you in understanding the theoretical aspects of machine learning very well.
Before diving into maths, I suggest first having solid programming skills in Python.
Read this thread for more
Are you planning to learn Python for machine learning this year?
— Pratham Prasoon (@PrasoonPratham) February 13, 2021
Here's everything you need to get started.
\U0001f9f5\U0001f447
These are topics of math you'll have to focus on for machine learning👇
- Trigonometry & Algebra
These are the main pre-requisites for other topics on this list.
(There are other pre-requites but these are the most common)
- Linear Algebra
To manipulate and represent data.
- Calculus
To train and optimize your machine learning model, this is very important.
@bellingcat's attempt in their new book, published by
@BloomsburyBooks, to coverup the @OPCW #Douma controversy, promote US and UK gov. war narratives, and whitewash fraudulent conduct within the OPCW, is an exercise in deception through omission. @BloomsburyPub @Tim_Hayward_
1) 2000 words are devoted to the OPCW controversy regarding the alleged chemical weapon attack in #Douma, Syria in 2018 but critical material is omitted from the book. Reading it, one would never know the following:
2) That the controversy started when the original interim report, drafted and agreed by Douma inspection team members, was secretly modified by an unknown OPCW person who had manipulated the findings to suggest an attack had occurred. https://t.co/QtAAyH9WyX… @RobertF40396660
3) This act of attempted deception was only derailed because an inspector discovered the secret changes. The manipulations were reported by @ClarkeMicah
and can be readily observed in documents now available https://t.co/2BUNlD8ZUv….
4) @bellingcat's book also makes no mention of the @couragefoundation panel, attended by the @opcw's first Director General, Jose Bustani, at which an OPCW official detailed key procedural irregularities and scientific flaws with the Final Douma Report:
@BloomsburyBooks, to coverup the @OPCW #Douma controversy, promote US and UK gov. war narratives, and whitewash fraudulent conduct within the OPCW, is an exercise in deception through omission. @BloomsburyPub @Tim_Hayward_
\u201cAllegations of our involvement with the intelligence services are of course false,\u201d says Bellingcat founder @EliotHiggins https://t.co/55V7sJV9or
— UnHerd (@unherd) February 15, 2021
1) 2000 words are devoted to the OPCW controversy regarding the alleged chemical weapon attack in #Douma, Syria in 2018 but critical material is omitted from the book. Reading it, one would never know the following:
2) That the controversy started when the original interim report, drafted and agreed by Douma inspection team members, was secretly modified by an unknown OPCW person who had manipulated the findings to suggest an attack had occurred. https://t.co/QtAAyH9WyX… @RobertF40396660
3) This act of attempted deception was only derailed because an inspector discovered the secret changes. The manipulations were reported by @ClarkeMicah
and can be readily observed in documents now available https://t.co/2BUNlD8ZUv….
4) @bellingcat's book also makes no mention of the @couragefoundation panel, attended by the @opcw's first Director General, Jose Bustani, at which an OPCW official detailed key procedural irregularities and scientific flaws with the Final Douma Report:
. THREAD 1/x
David Baddiel is getting lots of coverage and feedback on his book which again focuses on so called 'left wing' antisemitism.
I will start by saying that I have seen antisemitic comments made by Labour members and some genuine cases.
However, I have huge concerns.
2/x
Let's look in detail at this article written in April 2019 in the @Guardian - and I will explain the concerns.
The areas highlighted guide you to believe this was all Labour - IT WASN'T.
It also occurred before 2015! Detail follows...
https://t.co/cK59FP83aG
3/x
So as you see the writer of this rather deceitful piece starts with
"THAT CHANGED IN SEPTEMBER 2015" 🙄
This was done to point the timeframe as Corbyn's leadership. Yet the article goes on to describe things that are not even related to Labour, which occurred in 2014.
4/x
So... What in fact the @Guardian writer is discussing here is this case - where a group of Neo-Nazi's spent months inflicting abuse on Jewish MP Luciana Berger
All the detail is in the Court Notes when Bonehill-Paine was sentenced by the judge.
https://t.co/wAyo6Yro5Q
5/x
The Justice sentencing remarks to Neo-Nazi explain the previous cases too. See the date 2014.
Yet the Guardian writer refers to this NON LABOUR case to effectively make her article a lie.
"Star of David" - this was Garron Helm another neo-Nazi..
David Baddiel is getting lots of coverage and feedback on his book which again focuses on so called 'left wing' antisemitism.
I will start by saying that I have seen antisemitic comments made by Labour members and some genuine cases.
However, I have huge concerns.
2/x
Let's look in detail at this article written in April 2019 in the @Guardian - and I will explain the concerns.
The areas highlighted guide you to believe this was all Labour - IT WASN'T.
It also occurred before 2015! Detail follows...
https://t.co/cK59FP83aG
3/x
So as you see the writer of this rather deceitful piece starts with
"THAT CHANGED IN SEPTEMBER 2015" 🙄
This was done to point the timeframe as Corbyn's leadership. Yet the article goes on to describe things that are not even related to Labour, which occurred in 2014.
4/x
So... What in fact the @Guardian writer is discussing here is this case - where a group of Neo-Nazi's spent months inflicting abuse on Jewish MP Luciana Berger
All the detail is in the Court Notes when Bonehill-Paine was sentenced by the judge.
https://t.co/wAyo6Yro5Q
5/x
The Justice sentencing remarks to Neo-Nazi explain the previous cases too. See the date 2014.
Yet the Guardian writer refers to this NON LABOUR case to effectively make her article a lie.
"Star of David" - this was Garron Helm another neo-Nazi..