Dark | Light
[GUEST ACCESS MODE: Data is scrambled or limited to provide examples. Make requests using your API key to unlock full data. Check https://lunarcrush.ai/auth for authentication information.]

# ![@TivadarDanka Avatar](https://lunarcrush.com/gi/w:26/cr:twitter::870723729831145472.png) @TivadarDanka Tivadar Danka

Tivadar Danka posts on X about networks, neural, roadmap the most. They currently have XXXXXX followers and XXX posts still getting attention that total XXXXX engagements in the last XX hours.

### Engagements: XXXXX [#](/creator/twitter::870723729831145472/interactions)
![Engagements Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::870723729831145472/c:line/m:interactions.svg)

- X Week XXXXXXX +8.90%
- X Month XXXXXXXXX -XX%
- X Months XXXXXXXXX +22,116%
- X Year XXXXXXXXX -XX%

### Mentions: XX [#](/creator/twitter::870723729831145472/posts_active)
![Mentions Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::870723729831145472/c:line/m:posts_active.svg)


### Followers: XXXXXX [#](/creator/twitter::870723729831145472/followers)
![Followers Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::870723729831145472/c:line/m:followers.svg)

- X Week XXXXXX +0.53%
- X Month XXXXXX +4.90%
- X Months XXXXXX +17%
- X Year XXXXXX +17%

### CreatorRank: XXXXXXX [#](/creator/twitter::870723729831145472/influencer_rank)
![CreatorRank Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::870723729831145472/c:line/m:influencer_rank.svg)

### Social Influence [#](/creator/twitter::870723729831145472/influence)
---

**Social category influence**
[finance](/list/finance) 

**Social topic influence**
[networks](/topic/networks), [neural](/topic/neural), [roadmap](/topic/roadmap)
### Top Social Posts [#](/creator/twitter::870723729831145472/posts)
---
Top posts by engagements in the last XX hours

"There is a non-recursive formula for the Fibonacci numbers expressing them in terms of the golden ratio and its powers. Why should you be interested Because it teaches an extremely valuable lesson about power series. Read on to find out what:"  
![@TivadarDanka Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::870723729831145472.png) [@TivadarDanka](/creator/x/TivadarDanka) on [X](/post/tweet/1949877549074698363) 2025-07-28 17:00:09 UTC 79.1K followers, 71.5K engagements


"I have spent at least XX% of my life studying practicing and teaching mathematics. The most common misconceptions I encounter: Mathematics is useless You must be good with numbers You must be talented to do math These are all wrong. Here's what math is really about:"  
![@TivadarDanka Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::870723729831145472.png) [@TivadarDanka](/creator/x/TivadarDanka) on [X](/post/tweet/1948427984287007209) 2025-07-24 17:00:06 UTC 79.1K followers, 110.5K engagements


"Lets unpack this model. First we apply the linear transformation: y = ax + b. This is just a line our old friend from high school algebra. But it plays a key role in shaping the output"  
![@TivadarDanka Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::870723729831145472.png) [@TivadarDanka](/creator/x/TivadarDanka) on [X](/post/tweet/1932419057049034789) 2025-06-10 12:46:20 UTC 79.1K followers, 3275 engagements


"The single most undervalued fact of mathematics: mathematical expressions are graphs and graphs are matrices. Yes I know. You already heard this from me but hear me out. Viewing neural networks as graphs is the idea that led to their success"  
![@TivadarDanka Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::870723729831145472.png) [@TivadarDanka](/creator/x/TivadarDanka) on [X](/post/tweet/1946525443315916803) 2025-07-19 11:00:05 UTC 79.1K followers, 214.2K engagements


"Let's start with our primary tool: power series. A power series is an infinite sum of monomials. You can think about them as polynomials of infinite degree. The coefficients of the monomials are called the coefficients of the power series"  
![@TivadarDanka Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::870723729831145472.png) [@TivadarDanka](/creator/x/TivadarDanka) on [X](/post/tweet/1949877595883131328) 2025-07-28 17:00:20 UTC 79.1K followers, 2120 engagements


"A computational graph is the graph representation of a mathematical computation. By considering the order of operations we can represent any expression in a graph form. For instance here's the graph representation of ax + b"  
![@TivadarDanka Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::870723729831145472.png) [@TivadarDanka](/creator/x/TivadarDanka) on [X](/post/tweet/1946887834218176820) 2025-07-20 11:00:05 UTC 79K followers, 25.4K engagements


"Matrices + the Gram-Schmidt process = magic. This magic is called the QR decomposition and it's behind the famous eigenvalue-finding QR algorithm. Here is how it works:"  
![@TivadarDanka Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::870723729831145472.png) [@TivadarDanka](/creator/x/TivadarDanka) on [X](/post/tweet/1949152758751502845) 2025-07-26 17:00:05 UTC 79.1K followers, 83.6K engagements


"Whats usually not known is that the Fibonacci numbers have a simple and beautiful closed-form expression written in terms of the golden ratio. This is called the Binet formula. In this thread we are going to derive it from the first principles"  
![@TivadarDanka Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::870723729831145472.png) [@TivadarDanka](/creator/x/TivadarDanka) on [X](/post/tweet/1949877578875154460) 2025-07-28 17:00:16 UTC 79.1K followers, 2160 engagements


"The single most undervalued fact of linear algebra: matrices are graphs and graphs are matrices. Encoding matrices as graphs is a cheat code making complex behavior simple to study. Let me show you how"  
![@TivadarDanka Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::870723729831145472.png) [@TivadarDanka](/creator/x/TivadarDanka) on [X](/post/tweet/1935638993439498540) 2025-06-19 10:01:13 UTC 79.1K followers, 1M engagements


"The output of ax + b is called a logit. Positive logits suggest pass negative suggest fail. It's still a number on a line not yet a probability. That comes next"  
![@TivadarDanka Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::870723729831145472.png) [@TivadarDanka](/creator/x/TivadarDanka) on [X](/post/tweet/1932419069229363328) 2025-06-10 12:46:23 UTC 79.1K followers, 2938 engagements


"If I had to learn Math for Machine Learning from scratch this is the roadmap I would follow:"  
![@TivadarDanka Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::870723729831145472.png) [@TivadarDanka](/creator/x/TivadarDanka) on [X](/post/tweet/1941542616350544089) 2025-07-05 17:00:06 UTC 79.1K followers, 333.7K engagements

[GUEST ACCESS MODE: Data is scrambled or limited to provide examples. Make requests using your API key to unlock full data. Check https://lunarcrush.ai/auth for authentication information.]

@TivadarDanka Avatar @TivadarDanka Tivadar Danka

Tivadar Danka posts on X about networks, neural, roadmap the most. They currently have XXXXXX followers and XXX posts still getting attention that total XXXXX engagements in the last XX hours.

Engagements: XXXXX #

Engagements Line Chart

  • X Week XXXXXXX +8.90%
  • X Month XXXXXXXXX -XX%
  • X Months XXXXXXXXX +22,116%
  • X Year XXXXXXXXX -XX%

Mentions: XX #

Mentions Line Chart

Followers: XXXXXX #

Followers Line Chart

  • X Week XXXXXX +0.53%
  • X Month XXXXXX +4.90%
  • X Months XXXXXX +17%
  • X Year XXXXXX +17%

CreatorRank: XXXXXXX #

CreatorRank Line Chart

Social Influence #


Social category influence finance

Social topic influence networks, neural, roadmap

Top Social Posts #


Top posts by engagements in the last XX hours

"There is a non-recursive formula for the Fibonacci numbers expressing them in terms of the golden ratio and its powers. Why should you be interested Because it teaches an extremely valuable lesson about power series. Read on to find out what:"
@TivadarDanka Avatar @TivadarDanka on X 2025-07-28 17:00:09 UTC 79.1K followers, 71.5K engagements

"I have spent at least XX% of my life studying practicing and teaching mathematics. The most common misconceptions I encounter: Mathematics is useless You must be good with numbers You must be talented to do math These are all wrong. Here's what math is really about:"
@TivadarDanka Avatar @TivadarDanka on X 2025-07-24 17:00:06 UTC 79.1K followers, 110.5K engagements

"Lets unpack this model. First we apply the linear transformation: y = ax + b. This is just a line our old friend from high school algebra. But it plays a key role in shaping the output"
@TivadarDanka Avatar @TivadarDanka on X 2025-06-10 12:46:20 UTC 79.1K followers, 3275 engagements

"The single most undervalued fact of mathematics: mathematical expressions are graphs and graphs are matrices. Yes I know. You already heard this from me but hear me out. Viewing neural networks as graphs is the idea that led to their success"
@TivadarDanka Avatar @TivadarDanka on X 2025-07-19 11:00:05 UTC 79.1K followers, 214.2K engagements

"Let's start with our primary tool: power series. A power series is an infinite sum of monomials. You can think about them as polynomials of infinite degree. The coefficients of the monomials are called the coefficients of the power series"
@TivadarDanka Avatar @TivadarDanka on X 2025-07-28 17:00:20 UTC 79.1K followers, 2120 engagements

"A computational graph is the graph representation of a mathematical computation. By considering the order of operations we can represent any expression in a graph form. For instance here's the graph representation of ax + b"
@TivadarDanka Avatar @TivadarDanka on X 2025-07-20 11:00:05 UTC 79K followers, 25.4K engagements

"Matrices + the Gram-Schmidt process = magic. This magic is called the QR decomposition and it's behind the famous eigenvalue-finding QR algorithm. Here is how it works:"
@TivadarDanka Avatar @TivadarDanka on X 2025-07-26 17:00:05 UTC 79.1K followers, 83.6K engagements

"Whats usually not known is that the Fibonacci numbers have a simple and beautiful closed-form expression written in terms of the golden ratio. This is called the Binet formula. In this thread we are going to derive it from the first principles"
@TivadarDanka Avatar @TivadarDanka on X 2025-07-28 17:00:16 UTC 79.1K followers, 2160 engagements

"The single most undervalued fact of linear algebra: matrices are graphs and graphs are matrices. Encoding matrices as graphs is a cheat code making complex behavior simple to study. Let me show you how"
@TivadarDanka Avatar @TivadarDanka on X 2025-06-19 10:01:13 UTC 79.1K followers, 1M engagements

"The output of ax + b is called a logit. Positive logits suggest pass negative suggest fail. It's still a number on a line not yet a probability. That comes next"
@TivadarDanka Avatar @TivadarDanka on X 2025-06-10 12:46:23 UTC 79.1K followers, 2938 engagements

"If I had to learn Math for Machine Learning from scratch this is the roadmap I would follow:"
@TivadarDanka Avatar @TivadarDanka on X 2025-07-05 17:00:06 UTC 79.1K followers, 333.7K engagements

@TivadarDanka
/creator/twitter::TivadarDanka