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Comet Office Hours: Seven Simple Steps to Standardizing the ML Experiment (2/23/22)
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Emilie Lewis |
2022-02-25 |
515 |
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Comet Office Hours: Seven Simple Steps to Standardizing the ML Experiment (2/16/22)
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Emilie Lewis |
2022-02-18 |
472 |
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Comet Office Hours: Seven Simple Steps to Standardizing the ML Experiment (2/9/22)
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Emilie Lewis |
2022-02-10 |
447 |
--
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Comet Office Hours: Seven Simple Steps to Standardizing the ML Experiment (2/2/22)
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Emilie Lewis |
2022-02-03 |
469 |
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Comet Office Hours: Seven Simple Steps to Standardizing the ML Experiment (1/26/22)
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Emilie Lewis |
2022-01-27 |
435 |
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Comet Office Hours: Seven Simple Steps to Standardizing the ML Experiment (1/19/22)
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Emilie Lewis |
2022-01-20 |
493 |
--
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Comet Office Hours: Seven Simple Steps to Standardizing the ML Experiment (1/12/22)
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Emilie Lewis |
2022-01-13 |
416 |
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Comet Office Hours: Seven Simple Steps to Standardizing the ML Experiment
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Emilie Lewis |
2022-01-06 |
426 |
--
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[Infographic] The Life of a Machine Learning Practitioner
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Nanette George |
2022-05-27 |
167 |
--
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Introducing Comet Artifacts Lineage
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Jacques Verre |
2022-05-09 |
373 |
--
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Putting Machine Learning Models Successfully into Production
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Austin Kodra |
2022-02-16 |
1,359 |
--
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7 Simple Steps to Standardizing the ML Experiment (Feb. 23)
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Emilie Lewis |
2022-02-25 |
501 |
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7 Simple Steps to Standardizing the ML Experiment (Feb. 16)
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Emilie Lewis |
2022-02-18 |
465 |
--
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7 Simple Steps to Standardizing the ML Experiment (Feb. 9)
|
Emilie Lewis |
2022-02-10 |
437 |
--
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7 Simple Steps to Standardizing the ML Experiment (Feb. 2)
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Emilie Lewis |
2022-02-03 |
455 |
--
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7 Simple Steps to Standardizing the ML Experiment (Jan. 26)
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Emilie Lewis |
2022-01-27 |
421 |
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7 Simple Steps to Standardizing the ML Experiment (Jan. 19)
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Emilie Lewis |
2022-01-20 |
480 |
--
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7 Simple Steps to Standardizing the ML Experiment (Jan. 12)
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Emilie Lewis |
2022-01-13 |
406 |
--
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3 Tips for Evaluating ML Platforms and Tools
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Sharmila Chockalingam |
2022-04-27 |
553 |
--
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Make Tracking Your Machine Learning Experiments Easy
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Team Comet |
2022-04-20 |
1,286 |
--
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RecList: The better way to evaluate recommender systems
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Yasmeen Kashef |
2022-08-15 |
885 |
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Introducing Comet’s New Image Panel
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Siddharth Mehta |
2022-09-16 |
303 |
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How to Compare Two or More Experiments in Comet
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Team Comet |
2022-04-20 |
822 |
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Build Production Ready Computer Vision Models with Comet and YOLOv5
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Yasmeen Kashef |
2022-09-12 |
772 |
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What is MLOps?
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Team Comet |
2022-11-03 |
1,385 |
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Why is Model Evaluation Important in Machine Learning?
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Team Comet |
2022-11-02 |
879 |
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2022 Trends in Machine Learning Model Training
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Team Comet |
2022-10-24 |
1,005 |
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A Guide to the Best Machine Learning Frameworks of 2022
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Team Comet |
2022-10-24 |
1,201 |
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How Experiment Management Makes it Easier to Build Better Models Faster
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Harpreet Sahota |
2022-10-20 |
2,283 |
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How to Use the Comet Registry to Track Your Machine Learning Models
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Angelica Lo Duca |
2022-10-20 |
856 |
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Fixing Object Detection Models with Better Data
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Dhruv Nair |
2022-10-13 |
1,233 |
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Keep Track of Machine Learning Experiments With Comet
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Ibrahim Ogunbiyi |
2022-10-20 |
1,864 |
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Hyperparameter Optimization With Comet
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Kurtis Pykes |
2022-10-20 |
2,339 |
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Writing a Classification Task using Comet and Java
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Angelica Lo Duca |
2022-10-20 |
675 |
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Getting Started with Comet REST API
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Angelica Lo Duca |
2022-10-20 |
818 |
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Big News for the Comet Community: Scale Your Organization to Do More …
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Team Comet |
2022-10-18 |
488 |
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Fraud Detection, Imbalanced Classification, and Managing Your Machine Learning Experiments Using Comet
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Harpreet Sahota |
2022-10-13 |
2,257 |
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7 Optimization Methods Used In Deep Learning
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Kurtis Pykes |
2022-10-31 |
1,431 |
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The Gradient Descent Algorithm
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Kurtis Pykes |
2022-10-28 |
886 |
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Dropout Regularization With Tensorflow Keras
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Kurtis Pykes |
2022-11-10 |
1,211 |
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How To Train Your Deep Learning Models Faster
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Abhay Parashar |
2022-11-10 |
1,498 |
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4 Techniques To Tackle Overfitting In Deep Neural Networks
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Abhay Parashar |
2022-11-10 |
1,878 |
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Model Interpretability Part 3: Local Model Agnostic Methods
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Nisha Arya Ahmed |
2022-11-10 |
1,283 |
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Model Interpretability Part 2: Global Model Agnostic Methods
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Nisha Arya Ahmed |
2022-11-10 |
1,079 |
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Model Interpretability Part 1: The Importance and Approaches
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Nisha Arya Ahmed |
2022-11-10 |
1,493 |
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Deep Learning: How it Works
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Nisha Arya Ahmed |
2022-11-10 |
1,627 |
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Vanishing/Exploding Gradients in Deep Neural Networks
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Nisha Arya Ahmed |
2022-11-10 |
1,183 |
--
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New Integration: Comet + Catalyst
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Dhruv Nair |
2022-11-10 |
320 |
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New Integration: Comet and Ray
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Dhruv Nair |
2022-11-10 |
371 |
--
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Using TensorFlow in Comet
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Angelica Lo Duca |
2022-11-10 |
654 |
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Weight Initialization In Deep Neural Networks
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Kurtis Pykes |
2022-11-10 |
762 |
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Improving The Accuracy Of Your Neural Network
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Kurtis Pykes |
2022-10-28 |
850 |
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Activation Functions In Neural Networks
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Kurtis Pykes |
2022-10-28 |
1,159 |
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Using CLIP and Gradio to assess similarity between text prompts and ranges …
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Michael Cullan |
2022-11-14 |
1,806 |
--
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“Text-to-Color” from Scratch with CLIP, PyTorch, and Hugging Face Spaces
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Michael Cullan |
2022-11-14 |
1,750 |
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Kangas: Visualize Multimedia Data at Scale
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[email protected] |
2022-11-16 |
829 |
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Yasmeen Kashef |
2022-11-21 |
144 |
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Guide To Distributed Machine Learning
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Team Comet |
2022-11-27 |
659 |
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Introduction to Model Monitoring
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Team Comet |
2022-11-27 |
1,125 |
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Top 10 Machine Learning Tools
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Team Comet |
2022-11-27 |
1,208 |
--
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Using Comet Effectively in a Startup
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Abby Morgan |
2022-12-09 |
728 |
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Comet + Metaflow: The MLOps tech stack that truly scales with your …
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Boris Feld |
2022-10-12 |
640 |
--
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Pythae + Comet
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Abby Morgan |
2023-01-03 |
1,411 |
--
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Introduction to Artifacts In Comet
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Siddharth Mehta |
2023-01-12 |
787 |
--
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How ChatGPT and Stable Diffusion might disrupt the big tech companies
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Yasmeen Kashef |
2023-01-13 |
565 |
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State of the Art MLOps: Efficient Model Management with a Model Registry
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Siddharth Mehta |
2023-01-27 |
600 |
--
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Constructing and Visualizing DataGrids in Kangas
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Abby Morgan |
2023-02-13 |
893 |
--
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Machine Learning Trends and Challenges for 2023
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Team Comet |
2023-02-16 |
1,722 |
--
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How Does Reinforcement Learning in AI Work?
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Team Comet |
2023-03-28 |
591 |
--
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Kangas 2.0: Exploratory Data Analysis for Computer Vision
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Siddharth Mehta |
2023-03-28 |
873 |
--
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Evaluate Your Team’s ML Maturity
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Siddharth Mehta |
2023-04-12 |
997 |
--
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What is Reinforcement Learning in Machine Learning?
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Team Comet |
2023-04-18 |
922 |
--
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Model CI/CD with Comet
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Siddharth Mehta |
2023-05-25 |
563 |
--
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Deep Learning Techniques you Should Know in 2022
|
Nisha Arya Ahmed |
2022-11-10 |
1,926 |
--
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Powering Anomaly Detection for Industry 4.0
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Abby Morgan |
2022-10-10 |
1,729 |
--
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Random Forest Regression in Python Using Scikit-Learn
|
Abby Morgan |
2023-07-24 |
942 |
--
|
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Introduction to Machine Learning Model Evaluation
|
Abby Morgan |
2023-07-24 |
1,946 |
--
|
|
Running TensorFlow Lite Image Classification Models in Python
|
Harshit Dwivedi |
2023-07-19 |
1,535 |
--
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6 Significant Computer Vision Problems Solved by ML
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Abby Morgan |
2023-07-19 |
2,268 |
--
|
|
Working with Audio Data for Machine Learning in Python
|
Pragati Baheti |
2023-07-10 |
1,172 |
--
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Kangas: The Pandas of Computer Vision
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Adhing'a Fredrick |
2023-07-10 |
767 |
--
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How to Evaluate Clustering Models in Python
|
Abhay Parashar |
2023-07-03 |
986 |
--
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Train Neural Networks Using a Genetic Algorithm in Python with PyGAD
|
Fatima Ezzahra Jarmouni |
2023-06-29 |
2,277 |
--
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Real-Time Object Detection on Raspberry Pi Using OpenCV DNN
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Saumya Shovan Roy |
2023-06-29 |
1,171 |
--
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How to Build a Text Classification Model Using HuggingFace Transformers and Comet
|
Ibrahim Ogunbiyi |
2023-06-19 |
1,587 |
--
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Deep Learning for Image Segmentation: U-Net Architecture
|
Ayyuce Kizrak |
2023-06-19 |
1,572 |
--
|
|
Top 5 Machine Learning Trends For 2022
|
Suzzy Writes |
2023-06-19 |
1,318 |
--
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Guide to Image Inpainting: Using machine learning to edit and correct defects …
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Jamshed Khan |
2023-06-19 |
2,287 |
--
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The 5 Computer Vision Techniques That Will Change How You See The …
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James Le |
2023-06-15 |
3,168 |
--
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StyleGAN: Use machine learning to generate and customize realistic images
|
Jamshed Khan |
2023-06-15 |
2,566 |
--
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Detecting objects in videos and camera feeds using Keras, OpenCV, and ImageAI
|
Moses Olafenwa |
2023-06-14 |
1,472 |
--
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5 Regression Loss Functions All Machine Learners Should Know
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Prince Grover |
2023-06-14 |
1,976 |
--
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Building a Neural Network From Scratch Using Python (Part 1)
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Rising Odegua |
2023-06-14 |
6,193 |
--
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Building a Neural Network From Scratch Using Python (Part 2)
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Rising Odegua |
2023-06-14 |
1,798 |
--
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Explainable AI: Visualizing Attention in Transformers
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Abby Morgan |
2023-07-16 |
2,469 |
2
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Fine-tuning YOLOv8 for Image Segmentation with Comet
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Abby Morgan |
2023-07-20 |
1,623 |
--
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SAM + Stable Diffusion for Text-to-Image Inpainting
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Abby Morgan |
2023-06-25 |
1,877 |
2
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Debugging Image Classifiers With Confusion Matrices
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Abby Morgan |
2023-05-13 |
1,424 |
--
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Compare Object Detection Models From TorchVision
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Abby Morgan |
2023-05-03 |
3,104 |
--
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Credit Card Fraud Detection With Autoencoders
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Abby Morgan |
2023-02-21 |
1,290 |
--
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Call for Contributors (June 2023)
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Team Comet |
2023-07-27 |
1,858 |
--
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Optimized Deep Learning Pipelines
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Abby Morgan |
2023-07-27 |
4,885 |
--
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The biggest challenges in NLP and how to overcome them
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Abby Morgan |
2023-07-24 |
1,159 |
--
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Recurrent Neural Networks (RNNs) in Computer Vision: Image Captioning
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Abby Morgan |
2023-08-01 |
1,096 |
--
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Convolutional Neural Networks: An Intro Tutorial
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Abby Morgan |
2023-08-01 |
2,282 |
--
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Causal Language Modeling with GPT
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Abby Morgan |
2023-08-01 |
930 |
--
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Introduction to Multimodal Deep Learning
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Abby Morgan |
2023-08-01 |
805 |
--
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Web Scraping and Sentiment Analysis Using Twint Library
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Abby Morgan |
2023-08-01 |
1,326 |
--
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An Exhaustive List of Open-source Generative AI Models
|
Haziqa Sajid |
2023-08-05 |
1,637 |
--
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NLP for Text-to-Image Generators: Prompt Analysis [Part 1]
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Abby Morgan |
2023-08-08 |
1,168 |
--
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Deep Learning Has a Size Problem
|
Abby Morgan |
2023-08-08 |
1,691 |
--
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7 Steps to Become a Machine Learning Engineer
|
Ankit Malik |
2023-08-08 |
1,420 |
--
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An Intro Tutorial for Implementing Long Short-Term Memory Networks (LSTM)
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Abby Morgan |
2023-08-08 |
1,436 |
--
|
|
Introducing YOLO-NAS: A New State-of-the-Art for Object Detection
|
Abby Morgan |
2023-08-08 |
1,853 |
--
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Spam Filtering Using Bag-of-Words
|
Ankit Malik |
2023-08-14 |
1,307 |
--
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How to Make Your Machine Learning Models Robust to Outliers
|
Ankit Malik |
2023-08-14 |
1,481 |
--
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|
First Step to Object Detection Algorithms
|
Ankit Malik |
2023-08-14 |
856 |
--
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|
Understanding Hold-Out Methods for Training Machine Learning Models
|
Ankit Malik |
2023-08-14 |
927 |
--
|
|
OpenCV-Python Cheat Sheet: From Importing Images to Face Detection
|
Ankit Malik |
2023-08-14 |
729 |
--
|
|
Sketches in Computer Vision
|
Ankit Malik |
2023-08-14 |
3,535 |
--
|
|
The 7 NLP Techniques That Will Change How You Communicate in the …
|
Ankit Malik |
2023-08-14 |
2,249 |
--
|
|
Research Guide: Model Distillation Techniques for Deep Learning
|
Ankit Malik |
2023-08-21 |
1,204 |
--
|
|
Streamlit App for Data Science Projects
|
Ankit Malik |
2023-08-21 |
1,449 |
--
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|
SQL for Data Science
|
Ankit Malik |
2023-08-21 |
1,072 |
--
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|
How To Perfectly Clean Your Text Data For NLP
|
Ankit Malik |
2023-08-21 |
1,111 |
--
|
|
“SSL:CERTIFICATE_VERIFY_FAILED” Error in Comet— Fixed
|
Ankit Malik |
2023-08-21 |
770 |
--
|
|
Why Deep Learning Underperforms with Tabular Data
|
Ankit Malik |
2023-08-21 |
950 |
--
|
|
Outlier Detection in Time Series with Kats and Comet
|
Mwanikii Njagi |
2023-08-21 |
934 |
--
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|
Comet + Snowflake: A Powerful Combination for Better Reproducibility and Visibility Into …
|
Siddharth Mehta |
2023-06-14 |
333 |
--
|
|
An Introduction to Multimodal Models
|
Dhruv Nair |
2023-04-24 |
629 |
--
|
|
Reduce Your Model Training Costs With Comet
|
Siddharth Mehta |
2023-04-27 |
784 |
--
|
|
Prompt Engineering
|
Başak Buluz Kömeçoğlu |
2023-04-18 |
2,110 |
--
|
|
Image Inpainting for SDXL 1.0 Base Model + Refiner
|
Abby Morgan |
2023-08-18 |
2,540 |
--
|
|
From Observability to Optimization: Announcing the Opik Agent Optimizer Public Beta
|
Words By Vincent Koc |
2025-05-21 |
1,422 |
--
|
|
Major Releases: Auto-Optimize Multi-Step Agents, Annotate & Score Entire Chatbot Convos
|
Caroline Borders
July |
2025-07-14 |
486 |
--
|
|
The Ultimate Guide to LLM Evaluation: Metrics, Methods & Best Practices
|
Kelsey Kinzer |
2025-09-11 |
5,300 |
--
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|
Announcing Opik’s Guardrails Beta: Moderate LLM Applications in Real-Time
|
Team Comet |
2025-05-23 |
810 |
--
|
|
How We Used Opik to Build AI-Powered Trace Analysis
|
Sarah Ostermeier |
2025-09-10 |
1,700 |
--
|
|
Introduction to LLM-as-a-Judge For Evals
|
Gourav Bais |
2025-09-22 |
3,362 |
--
|
|
AI Assisted Coding with Cursor AI and Opik
|
Claire Longo |
2025-07-07 |
2,591 |
--
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|
Release Highlights: Discover Opik Agent Optimizer, Guardrails, & New Integrations
|
Caroline Borders |
2025-06-06 |
676 |
--
|
|
AI Agent Design Patterns: How to Build Reliable AI Agent Architecture for …
|
Claire Longo |
2025-08-08 |
1,478 |
--
|
|
Pretraining: Breaking Down the Modern LLM Training Pipeline
|
Abby Morgan |
2025-08-01 |
4,260 |
--
|
|
Release Highlights: Extensive Model Support, New Quick-Start Options & Simplified Insight Detection
|
Caroline Borders |
2025-08-19 |
548 |
--
|
|
Thread-Level Human-in-the-Loop Feedback for Agent Validation
|
Claire Longo |
2025-10-10 |
1,299 |
--
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|
Opik Release Highlights: GEPA Agent Optimization, MCP Tool-Calling, and Automated Trace Analysis
|
Caroline Borders |
2025-10-14 |
647 |
--
|
|
LLM Tracing: The Foundation of Reliable AI Applications
|
Sharon Campbell-Crow |
2025-10-28 |
2,018 |
--
|
|
LLM Monitoring: From Models to Agentic Systems
|
Matt M. Casey |
2025-10-28 |
1,885 |
--
|
|
Context Engineering: The Discipline Behind Reliable LLM Applications & Agents
|
Matt M. Casey |
2025-11-05 |
1,882 |
--
|
|
Best LLM Observability Tools of 2025: Top Platforms & Features
|
Kelsey Kinzer |
2025-11-11 |
3,665 |
--
|
|
Human-in-the-Loop Review Workflows for LLM Applications & Agents
|
Dr. Cayla Eagon |
2025-11-11 |
2,872 |
--
|
|
Opik Release Highlights: Real-Time Alerts, No-Code Evaluation, & Generative Prompt Tools
|
Caroline Borders |
2025-11-12 |
548 |
--
|
|
LLM Testing: A Complete Guide for Application Developers
|
Kelsey Kinzer |
2025-11-13 |
3,027 |
--
|
|
The Definitive Guide to Agentic AI: What AI Agents Actually Are and …
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Sharon Campbell-Crow |
2025-11-13 |
4,842 |
--
|
|
Comet Recognized as an Emerging Specialist in the 2025 Gartner® Innovation Guide …
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Team Comet |
2025-11-24 |
337 |
--
|
|
Events
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-- |
2025-11-30 |
319 |
--
|
|
Agent Orchestration Explained
|
Sharon Campbell-Crow |
2025-12-05 |
2,312 |
--
|
|
Announcing the Future of AI Engineering: Self-Optimizing Agents
|
Sarah Ostermeier |
2025-12-10 |
2,875 |
--
|
|
Opik Release Highlights: Build Custom AI Observability Dashboards, Auto-Optimize for Cost & …
|
Caroline Borders |
2025-12-18 |
756 |
--
|
|
Prompt Drift: The Hidden Failure Mode Undermining Agentic Systems
|
Dr. Cayla Eagon |
2025-12-23 |
1,245 |
--
|
|
Context Window: What It Is and Why It Matters for AI Agents
|
Kelsey Kinzer |
2025-12-23 |
2,045 |
--
|
|
Multi-Agent Systems: The Architecture Shift from Monolithic LLMs to Collaborative Intelligence
|
Sharon Campbell-Crow |
2026-01-05 |
3,068 |
--
|
|
GEPA: Why Reflection-Based Optimization Is Replacing Reinforcement Learning for AI Agents
|
Jamie Gillenwater |
2026-01-05 |
2,247 |
--
|
|
LLMOps: From Prototype to Production
|
Sharon Campbell-Crow |
2026-01-07 |
5,135 |
--
|
|
MIPRO: The Optimizer That Brought Science to Prompt Engineering
|
Jamie Gillenwater |
2026-01-12 |
2,320 |
--
|
|
Prompt Tuning: Parameter-Efficient Optimization for Agentic AI Systems
|
Jamie Gillenwater |
2026-01-15 |
2,258 |
--
|
|
Chain-of-Thought Prompting: A Guide for LLM Applications and Agents
|
Jamie Gillenwater |
2026-01-22 |
1,921 |
--
|
|
Meta Prompting: Use LLMs to Optimize Prompts for AI Apps & Agents
|
Kelsey Kinzer |
2026-01-27 |
2,052 |
--
|
|
What is LLM Observability? The Ultimate Guide for AI Developers
|
Sharon Campbell-Crow |
2026-01-28 |
4,344 |
--
|
|
Model Context Protocol: How AI Agents Connect to Your Data
|
Sharon Campbell-Crow |
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