Ben E.
@mlearnest.bsky.social
December 2, 2024 at 7:32 PM
Reposted by Ben E.
What are some of your fave self-learning data science and adjacent resources? What’s holding your attention and keeping you motivated? #databs
November 22, 2024 at 10:10 PM
What are some of your fave self-learning data science and adjacent resources? What’s holding your attention and keeping you motivated? #databs
I used BlueArk to transfer all of my content from X. It worked great!
@blueark.app
Recommend for anyone making the move.
@blueark.app
Recommend for anyone making the move.
November 22, 2024 at 5:08 PM
I used BlueArk to transfer all of my content from X. It worked great!
@blueark.app
Recommend for anyone making the move.
@blueark.app
Recommend for anyone making the move.
Know more than just accuracy...
machinelearningflashcards.com
#machinelearning #AI #DataScience #MLSky
machinelearningflashcards.com
#machinelearning #AI #DataScience #MLSky
November 21, 2024 at 4:36 PM
Know more than just accuracy...
machinelearningflashcards.com
#machinelearning #AI #DataScience #MLSky
machinelearningflashcards.com
#machinelearning #AI #DataScience #MLSky
Reposted by Ben E.
November 20, 2024 at 1:24 PM
November 20, 2024 at 4:16 PM
November 22, 2024 at 9:38 AM
I haven't found Soledad Galli on bsky yet, but agree. Great content!
Feature engineering is crucial in Machine Learning because high-quality features help models capture underlying patterns more effectively, improving accuracy, reducing overfitting, and enabling better generalization to unseen data.
November 19, 2024 at 5:10 PM
I haven't found Soledad Galli on bsky yet, but agree. Great content!
Great advice on keeping your skills fresh and staying curious!
#MachineLearning #ML #AI #DataScience #MLsky
towardsdatascience.com/how-to-up-sk...
#MachineLearning #ML #AI #DataScience #MLsky
towardsdatascience.com/how-to-up-sk...
How To Up-Skill In Data Science
My framework for continually becoming a better data scientist
towardsdatascience.com
November 19, 2024 at 4:04 PM
Great advice on keeping your skills fresh and staying curious!
#MachineLearning #ML #AI #DataScience #MLsky
towardsdatascience.com/how-to-up-sk...
#MachineLearning #ML #AI #DataScience #MLsky
towardsdatascience.com/how-to-up-sk...
Reposted by Ben E.
That's such a simple yet great idea for a reference book for any machine learning person.
The first pages look very promising, I love the visuals for the metrics:
The first pages look very promising, I love the visuals for the metrics:
November 19, 2024 at 7:14 AM
That's such a simple yet great idea for a reference book for any machine learning person.
The first pages look very promising, I love the visuals for the metrics:
The first pages look very promising, I love the visuals for the metrics:
November 22, 2024 at 9:38 AM
November 19, 2024 at 3:30 PM
Reposted by Ben E.
Naming conventions will make your code base 2x more readable overnight.
In Python:
• THIS_IS_A_CONSTANT
• ThisIsAClass
• this_is_a_function
• this_is_a_variable
It's really hard to read someone else's code when they don't follow conventions, so don't be that person.
In Python:
• THIS_IS_A_CONSTANT
• ThisIsAClass
• this_is_a_function
• this_is_a_variable
It's really hard to read someone else's code when they don't follow conventions, so don't be that person.
November 19, 2024 at 1:47 PM
Naming conventions will make your code base 2x more readable overnight.
In Python:
• THIS_IS_A_CONSTANT
• ThisIsAClass
• this_is_a_function
• this_is_a_variable
It's really hard to read someone else's code when they don't follow conventions, so don't be that person.
In Python:
• THIS_IS_A_CONSTANT
• ThisIsAClass
• this_is_a_function
• this_is_a_variable
It's really hard to read someone else's code when they don't follow conventions, so don't be that person.
EDA is fun!
Exploratory Data Analysis is so much cooler when you understand why you're doing it and having the right statistical knowledge to help navigate the process.
You'll stop plotting random graphs and stuff! 😂😂
Data Science is cool as hell man!
#dataBS #datascience
You'll stop plotting random graphs and stuff! 😂😂
Data Science is cool as hell man!
#dataBS #datascience
November 18, 2024 at 11:16 PM
EDA is fun!
Reposted by Ben E.
Interested in machine learning in science?
Timo and I recently published a book, and even if you are not a scientist, you'll find useful overviews of topics like causality and robustness.
The best part is that you can read it for free: ml-science-book.com
Timo and I recently published a book, and even if you are not a scientist, you'll find useful overviews of topics like causality and robustness.
The best part is that you can read it for free: ml-science-book.com
November 15, 2024 at 9:46 AM
Interested in machine learning in science?
Timo and I recently published a book, and even if you are not a scientist, you'll find useful overviews of topics like causality and robustness.
The best part is that you can read it for free: ml-science-book.com
Timo and I recently published a book, and even if you are not a scientist, you'll find useful overviews of topics like causality and robustness.
The best part is that you can read it for free: ml-science-book.com
F1 score, combines precision and recall!
machinelearningflashcards.com
#MachineLearning #ML #DataScience #DataAnalytics #Data
machinelearningflashcards.com
#MachineLearning #ML #DataScience #DataAnalytics #Data
November 18, 2024 at 8:51 PM
F1 score, combines precision and recall!
machinelearningflashcards.com
#MachineLearning #ML #DataScience #DataAnalytics #Data
machinelearningflashcards.com
#MachineLearning #ML #DataScience #DataAnalytics #Data
Good read to get you started in time series models:
#MachineLearning #ML #DataScience #Data
towardsdatascience.com/arima-a-mode...
#MachineLearning #ML #DataScience #Data
towardsdatascience.com/arima-a-mode...
ARIMA: A Model to Predict Time Series Data
Learn how ARIMA models work and how to implement them in Python for accurate predictions
towardsdatascience.com
November 18, 2024 at 7:27 PM
Good read to get you started in time series models:
#MachineLearning #ML #DataScience #Data
towardsdatascience.com/arima-a-mode...
#MachineLearning #ML #DataScience #Data
towardsdatascience.com/arima-a-mode...
Used this a lot, particularly in grad school.
November 18, 2024 at 6:56 PM
Used this a lot, particularly in grad school.
Reposted by Ben E.
Gradient Boosted Trees is the most popular machine learning technique in the industry right now.
In Computer Vision, ResNets are by far #1.
If you only want to focus on two, make them XGBoost and ConvNets.
In Computer Vision, ResNets are by far #1.
If you only want to focus on two, make them XGBoost and ConvNets.
November 18, 2024 at 12:59 PM
Gradient Boosted Trees is the most popular machine learning technique in the industry right now.
In Computer Vision, ResNets are by far #1.
If you only want to focus on two, make them XGBoost and ConvNets.
In Computer Vision, ResNets are by far #1.
If you only want to focus on two, make them XGBoost and ConvNets.
Reposted by Ben E.
Machine Learning models do not predict the future.
They just find patterns in the past.
They just find patterns in the past.
November 18, 2024 at 2:22 PM
Machine Learning models do not predict the future.
They just find patterns in the past.
They just find patterns in the past.
Great method for evaluating classifier performance.
machinelearningflashcards.com
#machinelearning
#datascience
machinelearningflashcards.com
#machinelearning
#datascience
November 18, 2024 at 4:57 PM
Great method for evaluating classifier performance.
machinelearningflashcards.com
#machinelearning
#datascience
machinelearningflashcards.com
#machinelearning
#datascience
