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#Regression Reel by @equationsinmotion - The Secret Behind Every Trend Line ! #LeastSquares #LinearRegression #DataScience #Math #Statistics #MachineLearning Ever wondered how software finds
2.2M
EQ
@equationsinmotion
The Secret Behind Every Trend Line ! #LeastSquares #LinearRegression #DataScience #Math #Statistics #MachineLearning Ever wondered how software finds the perfect line through messy data points? This short animation explains the Least Squares Method, the backbone of linear regression. We visualize the difference between data points and the trend line as physical squares, showing exactly what it means to minimize the sum of squared errors. Watch as the line adjusts its slope and intercept until it finds the optimal fit for the data set.
#Regression Reel by @datamlistic - linear regression #datascience #machinelearning #statistics #mathematics #ml #maths
5.5K
DA
@datamlistic
linear regression #datascience #machinelearning #statistics #mathematics #ml #maths
#Regression Reel by @datatabstatistics - Regression Analysis #datascience #dataanalytics #stats #statistics #science #datatab #machinelearning #research
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DA
@datatabstatistics
Regression Analysis #datascience #dataanalytics #stats #statistics #science #datatab #machinelearning #research
#Regression Reel by @adhd_love_ (verified account) - Autistic regression 🥲🩵 #adhdawareness #neurodivergent #autism
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AD
@adhd_love_
Autistic regression 🥲🩵 #adhdawareness #neurodivergent #autism
#Regression Reel by @getintoai (verified account) - Logistic regression is an algorithm and statistical method used in machine learning for binary classification tasks, where the goal is to predict one
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GE
@getintoai
Logistic regression is an algorithm and statistical method used in machine learning for binary classification tasks, where the goal is to predict one of two possible outcomes (for example, yes or no). Logistic regression outputs probabilities that a certain event will occur, using the logistic function to transform the linear output of a model into a probability value from 0 to 1. It’s used mainly for cases where the variable is categorical. The model learns from the data by finding the best set of weights (also the coefficients of the curve) that minimize the error between the model’s predicted and actual values. Logistic regression is useful since it’s simple, easy to interpret, and effective for simple classification problems and serves as a good introduction to machine learning. C: 3 minute data science #datascientist #computerengineering #deeplearning #computerscience #math #mathematics #ml #logisticregression #machinelearning #datascience #education #coding #programming #learning #courses #bootcamp #course
#Regression Reel by @cozybabysleep (verified account) - Double tap if this gave you a laugh 😆 But it's true! Sometimes learning new skills such as: walking, crawling, rolling, talking, anything else, can
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CO
@cozybabysleep
Double tap if this gave you a laugh 😆 But it’s true! Sometimes learning new skills such as: walking, crawling, rolling, talking, anything else, can cause a sleep regression! 😴 Sleep regressions (or progressions) suck. There is so denying that. But they can happen a lot in the first couple of years. So I made a FREEEE course to help you through it! Comment FREEBIES below to enroll! 👇 #babysleep #sleeptraining #sleepregression #4monthsleepregression #momlife #tiredmom #firsttimemom
#Regression Reel by @chithappens.co - Multiple Regression is a statistical technique used to predict the value of a dependent variable (outcome) based on the values of two or more independ
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CH
@chithappens.co
Multiple Regression is a statistical technique used to predict the value of a dependent variable (outcome) based on the values of two or more independent variables (predictors). It helps to understand the relationship between the dependent variable and the predictors and how each independent variable contributes to the prediction of the dependent variable. #simplystatistics #chithappens #mansichitgopekar #research #psychology #statistics #multipleregression #regression #dissertation #psychologyfacts
#Regression Reel by @juls.belt - Love this for us 💤👶🏻😂 Everyone warned us about the 4 month sleep regression but we haven't slept well since day 1 so no regression here!!!!! #4
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JU
@juls.belt
Love this for us 💤👶🏻😂 Everyone warned us about the 4 month sleep regression but we haven’t slept well since day 1 so no regression here!!!!! #4monthsold #sleepregression #babysleep #firsttimeparents #baby
#Regression Reel by @mozgwogniu - Często dostaję komentarze, że to "zabawki dla maluchów", więc chcę coś wyjaśnić 🧸 To, co widzicie, wiąże się z age regression - Ten temat nie był tu
85.3K
MO
@mozgwogniu
Często dostaję komentarze, że to „zabawki dla maluchów”, więc chcę coś wyjaśnić 🧸 To, co widzicie, wiąże się z age regression - Ten temat nie był tu wcześniej poruszany - głównie dlatego, że było mi zwyczajnie wstyd. Skoro jednak dzielę się swoimi trudnościami, chcę też powiedzieć o mechanizmie, który pomaga mi sobie z nimi radzić 🎠 U mnie regresja pojawia się najczęściej mimowolnie - zwykle po wysiłku intelektualnym (lekcje, zadania) albo w sytuacjach silnego stresu. Jestem osobą neuroatypową z zapaleniem mózgu i mam za sobą trudne doświadczenia, które mocno wpłynęły na moje funkcjonowanie💔 Czasem regresuję całkowicie i nie jest to coś co robię „dla zabawy”, ale coś, co daje mi realny reset po nadmiarze bodźców 💗 Pamiętajcie: Jeśli coś pomaga, nikogo nie krzywdzi i pozwala funkcjonować – To nie jest głupie, a potrzebne 💞 #actuallyautistic #healingjourney #spektrum #chorobarzadka #specialneeds #ocd #leczenie #fypシ#viralreels
#Regression Reel by @aibutsimple - Linear regression is one of the simplest and most fundamental algorithms in machine learning. It works by fitting a straight line that best describes
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AI
@aibutsimple
Linear regression is one of the simplest and most fundamental algorithms in machine learning. It works by fitting a straight line that best describes a set of data points—letting us predict an output (like house price) from an input (like square footage). The approach is powerful because it captures relationships in a way that is easy to understand and explain. If there are 2 hypotheses, we should pick the more simple one! Simplicity prevents overcomplicating the problem and helps us see if there’s a real pattern in the data before moving on to more advanced methods. That’s why linear regression is often the first step or consideration when learning or applying machine learning. Want to Learn ML/AI? We cover subliminal learning in our Weekly AI Newsletter—educational, easy to understand, mathematically explained, and completely free (link in bio 🔗). C: Algoneural Join our AI community for more posts like this @aibutsimple 🤖
#Regression Reel by @expansion_maternalcare - We're trying very creative solutions over here during the 4 month sleep regression/pre-teething extravaganza we go goin on these days! #momhack #paren
3.0M
EX
@expansion_maternalcare
We’re trying very creative solutions over here during the 4 month sleep regression/pre-teething extravaganza we go goin on these days! #momhack #parentingtips
#Regression Reel by @tiredbabysleep (verified account) - Have you heard the 4 month regression won't end unless you "teach" baby to fall asleep independently? I'm pleased to share this is completely untrue!
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TI
@tiredbabysleep
Have you heard the 4 month regression won’t end unless you “teach” baby to fall asleep independently? I’m pleased to share this is completely untrue! Sleep is a biological function babies are born knowing how to sleep, in fact they sleep inside you before they are born! This regression is a maturation of the sleep cycles, so a big change for babies! Newborns spend around 80% of their time sleeping in REM sleep, and 20% in NREM sleep, cycles 3 & 4, which is a deeper sleep, where your baby sleeps very quietly and is difficult to stir. When babies go through this maturation, they begin having NREM 1 & 2 cycles, these are much lighter sleep stages, you will notice in these cycles your baby is easier disturbed. Which can lead to more frequent wakes, especially in those early stages of sleep, & nap resistance, fussier behaviour/harder to settle. What can I do to help my baby during this stage? Try assisting your baby with sleep, focusing more on getting the right amount of day sleep is better than becoming overtired. Lots of natural day light If you have a sensitive or alert baby removing distractions from the sleep space, making it dark, adding in white noise may help, to block out distraction/disturbances. Calm bedtime routine can be helpful, when they are being extra fussy. Having a predictable consistent routine can allow their body to know sleep is coming, and by keeping a calm bedtime routine you allow the melatonin to be released and be effective. Adjust our expectations of sleep around this time, now I am not for a second saying it isn’t really tough! I have been there! But a lot of mums tell me knowing this is a huge developmental advancement, has really helped them understand the ‘why’, and help normalise that this is a stage most of us go through, and it is completely normal! What are your experiences here?

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