From 00ae8d5cfa80ff68fb6d0e6740bb028fe1428b46 Mon Sep 17 00:00:00 2001 From: riyansn Date: Sun, 12 Mar 2023 15:24:42 +0000 Subject: [PATCH 1/7] add course --- courses.md | 1 + 1 file changed, 1 insertion(+) diff --git a/courses.md b/courses.md index b02898b..b3eb292 100644 --- a/courses.md +++ b/courses.md @@ -62,3 +62,4 @@ The following is a list of free or paid online courses on machine learning, stat * [DATA SCIENCE 360 TRAINING COURSE](https://brainalyst.in/data-science-360-training-course/) * [BIG DATA & CLOUD COMPUTING COURSE](https://brainalyst.in/big-data-cloud-computing-courses/) * [FULL STACK DATA SCIENCE PROGRAM](https://brainalyst.in/full-stack-data-science-course-program/) +* [Mathematics for Machine Learning Specialization (Imperial College London via Coursera)](https://www.coursera.org/specializations/mathematics-machine-learning?action=enroll) - $ but financial aid available From 9c5ead54b26fb47627c9b6f4271561f5a5e9090d Mon Sep 17 00:00:00 2001 From: Ugur Saricam <105130977+ugursaricam@users.noreply.github.com> Date: Tue, 14 Mar 2023 11:11:52 +0300 Subject: [PATCH 2/7] Update README.md --- README.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/README.md b/README.md index 1eec0cc..2d7798f 100644 --- a/README.md +++ b/README.md @@ -1767,6 +1767,8 @@ be * [Distributed Machine Learning Patterns](https://github.com/terrytangyuan/distributed-ml-patterns) - This book teaches you how to take machine learning models from your personal laptop to large distributed clusters. You’ll explore key concepts and patterns behind successful distributed machine learning systems, and learn technologies like TensorFlow, Kubernetes, Kubeflow, and Argo Workflows directly from a key maintainer and contributor, with real-world scenarios and hands-on projects. * [Grokking Machine Learning](https://www.manning.com/books/grokking-machine-learning) - Grokking Machine Learning teaches you how to apply ML to your projects using only standard Python code and high school-level math. * [Machine Learning Bookcamp](https://www.manning.com/books/machine-learning-bookcamp) - Learn the essentials of machine learning by completing a carefully designed set of real-world projects. +* [Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow](https://www.amazon.com/Hands-Machine-Learning-Scikit-Learn-TensorFlow/dp/1098125975) - Through a recent series of breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. This bestselling book uses concrete examples, minimal theory, and production-ready Python frameworks (Scikit-Learn, Keras, and TensorFlow) to help you gain an intuitive understanding of the concepts and tools for building intelligent systems. + * [Netron](https://netron.app/) - An opensource viewer for neural network, deep learning and machine learning models From 45e48451a8e14e602511ecc4e6fbefd4433114cd Mon Sep 17 00:00:00 2001 From: Aditya Date: Fri, 17 Mar 2023 22:17:13 +0530 Subject: [PATCH 3/7] Added the Super Data Science Podcast with Jon Krohn under the Podcasts section --- blogs.md | 1 + 1 file changed, 1 insertion(+) diff --git a/blogs.md b/blogs.md index 5a5e284..9a0ece2 100644 --- a/blogs.md +++ b/blogs.md @@ -20,6 +20,7 @@ Podcasts * [TWIMLAI](https://twimlai.com/shows/) * [Machine Learning Guide](http://ocdevel.com/podcasts/machine-learning) * [DataTalks.Club](https://anchor.fm/datatalksclub) +* [Super Data Science Podcast with Jon Krohn](https://www.youtube.com/@SuperDataScienceWithJonKrohn) Newsletters ----------- From 0fcd62a91bf690ce858981d306084fca6b2e25c9 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jaime=20C=C3=A9spedes=20Sisniega?= Date: Sat, 18 Mar 2023 16:47:37 +0100 Subject: [PATCH 4/7] Add Frouros to README.md --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 1eec0cc..61178ca 100644 --- a/README.md +++ b/README.md @@ -1243,6 +1243,7 @@ be * [NannyML](https://bit.ly/nannyml-github-machinelearning): Python library capable of fully capturing the impact of data drift on performance. Allows estimation of post-deployment model performance without access to targets. * [cleanlab](https://github.com/cleanlab/cleanlab): The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels. * [AutoGluon](https://github.com/awslabs/autogluon): AutoML for Image, Text, Tabular, Time-Series, and MultiModal Data. +* [Frouros](https://github.com/IFCA/frouros): Frouros is an open source Python library for drift detection in machine learning systems. From 35fb51c3c7f85295833ceef7da99410799b13453 Mon Sep 17 00:00:00 2001 From: Ross Gardiner Date: Mon, 3 Apr 2023 19:54:45 +0200 Subject: [PATCH 5/7] Add Haystack to README.md --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 1eec0cc..60d201e 100644 --- a/README.md +++ b/README.md @@ -1083,6 +1083,7 @@ be * [BigARTM](https://github.com/bigartm/bigartm) - topic modelling platform. * [NALP](https://github.com/gugarosa/nalp) - A Natural Adversarial Language Processing framework built over Tensorflow. * [DL Translate](https://github.com/xhlulu/dl-translate) - A deep learning-based translation library between 50 languages, built with `transformers`. +* [Haystack](https://github.com/deepset-ai/haystack) - A framework for building industrial-strength applications with Transformer models and LLMs. #### General-Purpose Machine Learning From 039cf6f66c8bc75340e4f4721fc07e14518625d1 Mon Sep 17 00:00:00 2001 From: MB-Shihab-Aaqil-Ahamed <107263374+MB-Shihab-Aaqil-Ahamed@users.noreply.github.com> Date: Tue, 4 Apr 2023 23:06:24 +0530 Subject: [PATCH 6/7] Update ML-DL Projects 2022 --- ML-DL Projects 2022 | 1 + 1 file changed, 1 insertion(+) diff --git a/ML-DL Projects 2022 b/ML-DL Projects 2022 index fa24159..a4683b2 100644 --- a/ML-DL Projects 2022 +++ b/ML-DL Projects 2022 @@ -1,6 +1,7 @@ Heart_Disease_Preditor Boston/California/Banglore_House_Price_Prectictor Car_Price/Sales_Predictor +Cat Image Classifier CreditCard_Fraud/Scam_Predictor Customer_Segmentation Diabetes_Predictor From ae1e4f548cf41c7448e29814cd204bb6472a50cd Mon Sep 17 00:00:00 2001 From: Guillaume Saupin Date: Tue, 11 Apr 2023 15:09:50 +0200 Subject: [PATCH 7/7] Add Practical Gradient Boosting --- books.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/books.md b/books.md index cab2362..733e0ab 100644 --- a/books.md +++ b/books.md @@ -101,6 +101,8 @@ The following is a list of free and/or open source books on machine learning, st * [Natural Language Processing in Action, Second Edition](https://www.manning.com/books/natural-language-processing-in-action-second-edition) Early access book * [Getting Started with Natural Language Processing in Action](https://www.manning.com/books/getting-started-with-natural-language-processing) Early access book * [Transfer Learnin for Natural Language Processing](https://www.manning.com/books/transfer-learning-for-natural-language-processing) by Paul Azunre +* [Practical Gradient Boosting](https://www.amazon.com/dp/B0BL1HRD6Z) by Guillaume Saupin + ## Information Retrieval