Machine Learning (Theory)

JULY 21, 2020

We present counter-examples for other algorithms in the paper (see Section 6 here ). This step is standard can be done using many different approaches such as model-based planning, model-free methods, etc. In the paper we use an existing model-free algorithm called policy search by dynamic programming (PSDP) by Bagnell et al.

Algorithm 130

Algorithm Machine Learning Machine Learning 130

Towards AI

JULY 19, 2023

Fravor, an F/A-18 fighter pilot who engaged a UFO back in 2004 off the coast of Southern California, known colloquially as the “Nimitz incident”. ? In case you are feeling adventurous: The truth is out there for Lex Fridman, who out of left field, interviewed Cmdr. For more intuition, checkout their notebooks below.

Natural Language Processing 40

Natural Language Processing Machine Learning Machine Learning AI 40

Heartbeat

NOVEMBER 28, 2023

It consists of 2225 documents from the BBC News website corresponding to stories in five topical areas from 2004–2005. link] Conclusion If the above model shows signs of overfitting after 6 epochs, it is recommended to adjust the number of epochs and retrain the model.

ML 52

ML ML Machine Learning Machine Learning 52

Mlearning.ai

DECEMBER 21, 2023

The Strategy pattern allows us to change the sorting behavior without altering the client’s code. by changing the strategy object associated with `SortedList`. It’s an invitation to be part of an elite group of developers who don’t just write code but sculpt it with the finesse of an artist and the precision of an engineer. O’Reilly Media.

Algorithm 52

Algorithm Machine Learning Machine Learning Data Science 52

PyImageSearch

NOVEMBER 13, 2023

2004 ), You Only Look Once (YOLO) ( Redmon et al., The Base Network In Figure 6 , we can see the general modules in the Faster R-CNN architecture. Figure 6: The base network extracts features from the input image. 2015 ), SSD ( Fei-Fei et al., 2015 ; Redmon and Farhad, 2016 ), and others.

Deep Learning 120

Deep Learning Deep Learning Algorithm Support Vector Machines 120

Tableau

DECEMBER 1, 2021

In 2004, Tableau got both an initial series A of venture funding and Tableau’s first EOM contract with the database company Hyperion—that’s when I was hired. Tableau’s initial office was in the back of a failing dotcom company in Mountain View, California, before Chris and Christian moved to Seattle where they both had family connections.

Tableau 144

Tableau ML ML Database 144

Tableau

DECEMBER 1, 2021

In 2004, Tableau got both an initial series A of venture funding and Tableau’s first OEM contract with the database company Hyperion—that’s when I was hired. Tableau’s initial office was in the back of a failing dotcom company in Mountain View, California, before Chris and Christian moved to Seattle where they both had family connections.

Tableau 98

Tableau ML ML Database 98

AWS Machine Learning Blog

JULY 20, 2023

hyperparameters = {"num_round": 6, "max_depth": 5} estimator_parameters = { "entry_point": "multi_model_hpo.py", "source_dir": "code", "dependencies": ["my_custom_library"], "instance_type": training_instance_type, "instance_count": 1, "hyperparameters": hyperparameters, "role": role, "base_job_name": "xgboost-model", "framework_version": "1.0-1",

ML 80

ML ML Cross Validation AWS 80