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getnews-me.bsky.social
A clustering‑based selection framework (IQA‑Select) achieved 102.1% of full‑fine‑tuning performance on Q‑Bench and 103.7% on AesBench using only 10% of the original instruction data. https://getnews.me/instruction-data-quality-boosts-explainable-image-quality-assessment/ #explainableiqa #mlmodels
Instruction Data Quality Boosts Explainable Image Quality Assessment
October 7, 2025 at 8:21 PM
getnews-me.bsky.social
A new logic‑grounded evaluation defines six interaction patterns and identifies task‑composition and fusion as the main bottlenecks limiting multimodal reasoning. Read more: https://getnews.me/new-study-reveals-core-bottlenecks-hindering-multimodal-reasoning/ #multimodal #reasoning #mlmodels
New Study Reveals Core Bottlenecks Hindering Multimodal Reasoning
September 30, 2025 at 12:55 PM
arbisoft.bsky.social
Your ML model is accurate but painfully slow.
What would you drop: speed or accuracy?
👉 Read the full blog by Aadeel Aslam, Lead Staff Engineer at Arbisoft, to see how we achieved both: https://f.mtr.cool/ctqsvqhxvq

#MachineLearning #MLModels #AIOptimization #ArbisoftBlogs
August 30, 2025 at 12:43 PM
solegalli.bsky.social
Next Monday on Data Bites : Six Cloud Platforms to Run Jupyter Notebooks for Free 🚀

Want to know more?

Click the link below to subscribe and stay tuned!👇
https://f.mtr.cool/bltkmoeitj

#machinelearning #datascience #jupyter #mlmodels #ML #mltools #notebooks #cloudplatforms
August 29, 2025 at 10:02 AM
solegalli.bsky.social
👉MICE is a powerful method for datasets with missing data across multiple variables. 

Let this slide guide you through how it works. 

#machinelearning #MICE #mlmodels #datascience #dataengineering #imputation #featureengineering
August 27, 2025 at 4:02 PM
solegalli.bsky.social
Next Monday on Data Bites : Working with imbalanced data? Follow these 3 steps.

Want to know more?

Click the link below to subscribe and stay tuned!👇
https://f.mtr.cool/svpfklfpda

#machinelearning #datascience #CV #mlmodels #ML #MLCareer #MLresume
August 22, 2025 at 10:02 AM
solegalli.bsky.social
Next Monday on Data Bites : How to Write a Winning Data Science CV

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Click the link below to subscribe and stay tuned!👇
https://f.mtr.cool/nozrfuruar

#machinelearning #datascience #CV #mlmodels #ML #MLCareer #MLresume
August 15, 2025 at 10:02 AM
solegalli.bsky.social
In case you were wondering 👇 

#machinelearning #ai #datascience #dataengineering #mlmodels
August 13, 2025 at 4:02 PM
solegalli.bsky.social
Next Monday on Data Bites : Everybody says “SMOTE does not work”.

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Click the link below to subscribe and stay tuned!👇
https://f.mtr.cool/pinchbaedf

#machinelearning #datascience #smote #mlmodels #ML
August 8, 2025 at 10:01 AM
solegalli.bsky.social
Next Monday on Data Bites : Probe Feature Selection

Want to know more?

Click the link below to subscribe and stay tuned!👇
https://f.mtr.cool/xefqrzzgeh

#machinelearning #datascience #imbalanceddata #undersampling #mlmodels #ML
August 1, 2025 at 10:02 AM
solegalli.bsky.social
The most crucial component of any machine learning project is data!
 
 ▶️ 90% of the time is spent on data preprocessing 
 ▶️ 10% of the time is spent on model building, tuning and evaluation.

#machinelearning #ML #MLmodels #preprocessing #modelbuilding #datascience
July 31, 2025 at 4:02 PM
bluesky.awakari.com
[2506.21734] Hierarchical Reasoning Model https:// arxiv.org/abs/2506.21734 https:// news.ycombinator.com/item?id=4 4699452 # arXiv # LLM # LLM # MLmodels # reasoning

Interest | Match | Feed
Origin
mastodon.social
July 27, 2025 at 4:15 PM
persagen.bsky.social
[2506.21734] Hierarchical Reasoning Model
arxiv.org/abs/2506.21734
news.ycombinator.com/item?id=4469...

#arXiv #LLM #LLM #MLmodels #reasoning
Hierarchical Reasoning Model
Reasoning, the process of devising and executing complex goal-oriented action sequences, remains a critical challenge in AI. Current large language models (LLMs) primarily employ Chain-of-Thought (CoT...
arxiv.org
July 27, 2025 at 4:13 PM
solegalli.bsky.social
Here are some of the most widely used techniques for hyperparameter optimization. 

The table below highlights the pros and cons of each strategy, helping you better understand when to use each one. 

Hope you find it helpful! 😉 

#machinelearning #datascience #ML #MLModels
July 15, 2025 at 4:02 PM
ccahua.bsky.social
Who needs more more VC funding: Kepler or Newton?
youtu.be/jxB-lQyAAxU?...
icml.cc/virtual/2025... #WorldModel #SyntheticData #InductiveBiasProbe #FoundationModel #SymbolicRegression #Nonsensical #MLModels
The Truth about AI is Devastating: Proof by MIT, Harvard
YouTube video by Discover AI
youtu.be
July 14, 2025 at 9:10 PM
solegalli.bsky.social
🤔 Not sure which hyperparameter search method to use? 

- Random Search
- Bayesian Search
- SMAC
- TPE (Tree-structured Parzen Estimator)

Watch the video for a quick rundown 👇

#machinelearning #smac #mlmodels #hyperparameter #tpe #randomsearch  #bayesiansearch
July 10, 2025 at 4:03 PM
solegalli.bsky.social
Python libraries that implement agnostic global explainability methods 👇  

#machinelearning #interpretability #datascience #mlmodels #python #dataengineering #globalmodel
June 26, 2025 at 4:02 PM
solegalli.bsky.social
In this video, I dive into 3 Bayesian optimization approaches + random search, covering their pros and cons to help you choose the best one for your needs. 💡📈

Check it out 👇
 
#machinelearning #AI #datascience #MLmodels
June 17, 2025 at 4:03 PM
bulkpostads.bsky.social
Machine Learning in Fintech: Advantages, Applications, and Upcoming Trends
#machinelearning #machinelearninginfintech #AIDevelopment #AISolutions #financialservices #AI #machinelearningmodels #finance
#MLmodels #trends #trendingpost #trendingtopics #bluesky
www.bulkpostads.com/machine-lear...
Machine Learning in Fintech: Benefits, Use Cases & Future Trends
Explore how machine learning is revolutionizing the fintech industry. Discover key advantages, real-world applications, and the emerging trends shapin
www.bulkpostads.com
June 3, 2025 at 4:38 PM
infraspec.dev
Perfection is great but shipping on time is better. Aleric's tells us why pragmatism wins in the real world of software.

www.infraspec.dev/blog/pragmat...

#SoftwareEngineering #PragmaticProgramming #Productivity #Databricks #Pragmatism #ImageTagging #MLModels #MachineLearning
Pragmatism Over Perfection
Infraspec is an engineering consulting company that provides expertise in AI product engineering, Platform Engineering, Product Engineering, SRE Enablement and DevOps.
www.infraspec.dev
June 2, 2025 at 12:35 PM
solegalli.bsky.social
Handling missing data is crucial for robust analyses and accurate models.

Check out these slides for common imputation methods. 

Tip: Split your data before imputing! 😉

#machinelearning #missingdata #datascience #dataengineer #mlmodels #imputation
May 28, 2025 at 10:03 AM
solegalli.bsky.social
🤖 Ever wondered how to turn model scores into real probabilities?

Platt scaling helps you do just that—crucial for high-stakes decisions in ML.

Learn how it works (with Python examples) 👇
🔗 https://www.blog.trainindata.com/complete-guide-to-platt-scaling/

#machinelearning #calibration #mlmodels
May 22, 2025 at 10:00 AM
allegrotech.bsky.social
Training #MLmodels on #bigdata goes beyond fitting - it's about streamlining the entire process. And we know how to reduce pivoting time 😎 Read more here ➡
blog.allegro.tech/2025/05/snow...

#Snowflake #Python #Azure #MachineLearning
May 20, 2025 at 1:19 PM
solegalli.bsky.social
Skforecast’s latest release simplifies the API and unifies transformers—making forecasting easier and more accurate.

Check out what’s new in the article!👇
https://skforecast.org/0.14.0/user_guides/migration-guide

#machinelearning #skforecast #api #mlmodels #datascience #backtesting
May 19, 2025 at 10:03 AM
solegalli.bsky.social
10 models are better than 1.

How can you combine the predictions of multiple models to improve the overall acuracy? 

#machinelearning #mlmodels #datascience #dataengineer #ai #programming #featureengineering
May 14, 2025 at 10:01 AM