The bar chart at 5:22 is not showing colts and fillies have a higher chance of winning. It is merely showing that there is a higher population of colts and fillies than geldings. You need to compare win rates against the population of each gender.
ML and data science is so exiting! I wish I had more time to get more into it. What are you goals with machine learning and data science? Do you learn it just for fun or do you see real potential for you business?
Wouldn't a regression here not better suited? A classification model gets less feedback in training, because when it predicts place 2 for the winner, it is as bad, as place 6 for the winner (for a classification). But indeed, predicting place 2 for the winner is a much better prediction than place 6. And a regression, probably would then just predict something like place 1.78 instead, so you know this horse usually will be 2nd, but might as well win, too by a close similar chance and I'd bet the even if you just round the predicted results to the next integer, the output will be more precise than the classification training as for the learning algorithm there is more feedback.
Why did you not create the dataset of actual position = 1. Also on the predicted set. What is the key data to be used against the set you trained on. For example the racecard does not give you the same set of features to compare.
1:26 - it is a production database, however its an OLAP database not an OLTP database so for fast queries that you're used to with RDBMS you won't get instant results. for inferences however with BQ ML you can use it for front end apps
How can you apply this to real data? you would need the data in the proper format, but who provides this? If you have no real data, you have no logical conclusions...
Be sure to read honest and real reviews of The Horse Race Predictor on my blog before you buy. Go to gohonestreviews. com/the-horse-race-predictor-review/ Thanks, Osborn.
This was great, thanks, I have been researching "top horse racing tips today" for a while now, and I think this has helped. Have you heard people talk about - Honackson Meyrayden Idea - (Have a quick look on google cant remember the place now ) ? Ive heard some super things about it and my partner got cool results with it.
need more videos on ML stuff. 😍
The bar chart at 5:22 is not showing colts and fillies have a higher chance of winning. It is merely showing that there is a higher population of colts and fillies than geldings. You need to compare win rates against the population of each gender.
Back to the Future 2! So cool!
How do you make the animation on your videos ?
Wow, I never knew Google had such tools. Thanks for showing them!
ML and data science is so exiting! I wish I had more time to get more into it. What are you goals with machine learning and data science? Do you learn it just for fun or do you see real potential for you business?
I used to be really into ML on Kaggle. I see potential for certain types of businesses, but you really need to have access to high quality data.
Now I understand ML. Better than any Google video.
cant regret subscribing to this channel....brilliant stuff
Wouldn't a regression here not better suited?
A classification model gets less feedback in training, because when it predicts place 2 for the winner, it is as bad, as place 6 for the winner (for a classification). But indeed, predicting place 2 for the winner is a much better prediction than place 6.
And a regression, probably would then just predict something like place 1.78 instead, so you know this horse usually will be 2nd, but might as well win, too by a close similar chance and I'd bet the even if you just round the predicted results to the next integer, the output will be more precise than the classification training as for the learning algorithm there is more feedback.
Nice one super excited to get started with this tutorial.Thanks for this
Seems like UA-cam thinks I’m a bot but I’m not :(
Jeff is my favourite tech youtuber!
This guy has never bet on horses
I just love you fireship.😘
Love you too
sus@@Fireship
If seems the dataset is no longer available on Kaggle, do you know where we can download it?
Why did you not create the dataset of actual position = 1. Also on the predicted set. What is the key data to be used against the set you trained on. For example the racecard does not give you the same set of features to compare.
Yessssss. Jeff this is GOLD!
Thank u for this awesome video
1:26 - it is a production database, however its an OLAP database not an OLTP database so for fast queries that you're used to with RDBMS you won't get instant results. for inferences however with BQ ML you can use it for front end apps
So cool!!! best ML explanation! Need more!!!!)
right to the point - thanks!
Definitely need more ML stuff !!!
Unfortunately the horses.csv file has disappeared off Kaggle
Amazing video quality!
More of this please 😍
This doesn't work for me, the model won't create the ML. Has multiple errors when trying to create itself
Anyone who can offer up help on this?
turn to speed .75x its exactly wanted to hear
Awesome ❤️
you're a good teacher. We can't practice. Horse data link is dead (404)
Appreciate the video but please slow down for us non computer guys.
fireship thanks
any new update with tensorflow?
Cool.
Nice
Build a ML model without taking care of overfitting is a big no. Could have created a 4 fold CV with L1 or L2 regularisation.
So where is the results? How much money did you make? o/
I cannot believe only 27k watching
How can you apply this to real data? you would need the data in the proper format, but who provides this? If you have no real data, you have no logical conclusions...
Indeed. I have the data
Just remember that if you using the cloud you are practically doing the work for other people
what do you mean? explain.
What did you mean?
👍
is this David Aragona?
it's his boyfriend
Do you have to pay to use BigQuery?
Yes, but it has a serverless pricing model, so you pay for what you use. It's cheap compared to similar alternatives.
2nd
This is useless in terms of actually learning something about horse races prediction, you basically imported a model that we know nothing about.
Be sure to read honest and real reviews of The Horse Race Predictor on my blog before you buy. Go to gohonestreviews. com/the-horse-race-predictor-review/ Thanks, Osborn.
This was great, thanks, I have been researching "top horse racing tips today" for a while now, and I think this has helped. Have you heard people talk about - Honackson Meyrayden Idea - (Have a quick look on google cant remember the place now ) ? Ive heard some super things about it and my partner got cool results with it.
you should talk even faster
First :P
Love the linear_regression dog gif 😍
@@darshangowda309 Haha, it was hard to find the right linear regression gif
2nd