From d553fd0c09e79522863effbbf6c36ea492c5bd9c Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Stjepan=20Jurekovi=C4=87?= Date: Thu, 22 Dec 2022 22:33:25 +0100 Subject: [PATCH 1/4] Added Machine Learning Algorithms in Depth Hi, Stjepan here from Manning. I thought this title might be a good match for your list. Thank you for considering it. Best, --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 90e85d4..9701eb2 100644 --- a/README.md +++ b/README.md @@ -171,6 +171,7 @@ Getting a lot of media traction is deep learning - get your feet wet with some o * [What is Deep Learning](http://blog.shakirm.com/2015/06/a-statistical-view-of-deep-learning-vi-what-is-deep/?utm_content=bufferae750&utm_medium=social&utm_source=linkedin.com&utm_campaign=buffer) * [Free Online Deep Learning Book](http://neuralnetworksanddeeplearning.com/) - in-depth book about NN & deep learning * [The Brain vs Deep Learning - Blog Post](https://timdettmers.wordpress.com/2015/07/27/brain-vs-deep-learning-singularity/) +* [Machine Learning Algorithms in Depth](https://www.manning.com/books/machine-learning-algorithms-in-depth) - Book about practical implementations of dozens of ML algorithms ###### Time-Series * [ANN & Computational Intelligence Forecasting Competition](http://www.neural-forecasting-competition.com/index.htm) From 4af6dd73653b2e8c87912984918e06f1be1cb1cb Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Stjepan=20Jurekovi=C4=87?= Date: Fri, 7 Apr 2023 13:25:24 +0200 Subject: [PATCH 2/4] Added Manning Publications Hi, Stjepan from manning here. I've added our data science catalog to the list. Thank you for considering it. Best, --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 9701eb2..80e10e9 100644 --- a/README.md +++ b/README.md @@ -343,6 +343,7 @@ More resources for community based information or hard copy books. * [O'Reilly Media](http://shop.oreilly.com/category/get/data-science-kit.do) - A lot of content rich books available and tutorials on using the tools. * [Quora](http://www.quora.com/) - Question and answer site - lots of data science content and career content. * [Data Science @ StackExchange](http://datascience.stackexchange.com/) - Still in beta. +* [Manning Publications](https://www.manning.com/catalog#section-68) - Data Science book & liveProjects. ### Data Science Meetups in the Bay Area A great way to meet other Data Scientists and keep up to date with best practices. From abfd24fdbb2b0421e23f52372e55415f3d6440bf Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Stjepan=20Jurekovi=C4=87?= Date: Tue, 15 Aug 2023 13:09:46 +0200 Subject: [PATCH 3/4] Added Acing the Data Science Interview Hi, Stjepan here from Manning. I thought this title might be a good match for your list. Thank you for considering it. Best, --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 80e10e9..2068911 100644 --- a/README.md +++ b/README.md @@ -344,6 +344,7 @@ More resources for community based information or hard copy books. * [Quora](http://www.quora.com/) - Question and answer site - lots of data science content and career content. * [Data Science @ StackExchange](http://datascience.stackexchange.com/) - Still in beta. * [Manning Publications](https://www.manning.com/catalog#section-68) - Data Science book & liveProjects. +* [Acing the Data Science Interview](https://www.manning.com/books/acing-the-data-science-interview) - Book that helps you find your perfect role, wow your interviewers, and nail common coding tests. ### Data Science Meetups in the Bay Area A great way to meet other Data Scientists and keep up to date with best practices. From 9f07382d21f8e9df10bf5109dc0d577558ac4883 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Stjepan=20Jurekovi=C4=87?= Date: Fri, 3 Nov 2023 10:57:45 +0100 Subject: [PATCH 4/4] Added Solve Any Data Analysis Problem: Eight projects that show you how Hi, Stjepan from Manning here. I thought this title might be a good match for your list. Thank you for considering it. Best, --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 2068911..174849c 100644 --- a/README.md +++ b/README.md @@ -59,6 +59,7 @@ A note about order - I framed the contents in the Pipeline & Tools section order * [Data Science Pipeline](http://machinelearningmastery.com/wp-content/uploads/2014/05/Overview-of-the-Applied-Machine-Learning-Process.png) - Detailed overview of data pipeline from MachineLearningMastery.com * [Intro to ipython](https://github.com/ipython/ipython/wiki/A-gallery-of-interesting-IPython-Notebooks/_edit#entire-books-or-other-large-collections-of-notebooks-on-a-topic) - A curation of Ipython Notebooks great for introductory level to python, programming, comp sci, data science and other topics. * [How do I Become a Data Scientist?](http://www.quora.com/How-do-I-become-a-data-scientist) - Some more great starting points from William Chen. +* [Solve Any Data Analysis Problem: Eight projects that show you how](https://www.manning.com/books/solve-any-data-analysis-problem) - A book that guides you through eight common scenarios you'll encounter as a data scientist or analyst. ### Data Science Courses: * [Coursera](https://www.coursera.org/specialization/jhudatascience/1) - Data Science Specialization at Coursera - many other courses available as well.