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Learning Resources
Machine Learning
What are the best books, blogs, links for reading about AI and Machine Learning?
11
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11
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Nov 3, 2022
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11
Options
Considered
Best books, blogs, links for reading about AI and Machine Learning
Price
Languages
Features
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Udacity
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HTML, CSS, JavaScript, Java, Python, Swift, SQL, R
Editor, progress saver, forum, video tutorials
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Machine Learning - MIT Press
$15.95
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-
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Data Scientist Skills
Read Article
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-
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Maths for Machine Learning ( Basic Guide )
Read Here
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-
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MLOps Engineer Certifications and Career Outlook
Read Here
-
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See Full List
--
Udacity
My Rec
ommendation
for
Udacity
My Recommendation for
Udacity
Add Video or Image
All
7
Pros
5
Cons
1
Specs
Top
Pro
•••
Actual feedback on coding projects
You get actual feedback from developers on your code, which is useful. Yes having your sites/apps do what it is supposed to do is important, but you need feedback to learn industry standards/best practices and other gotchas that are much harder to learn on your own.
See More
Top
Con
•••
Nanodegrees are expensive
Udacity is quite expensive at $200/month if you want to do a nanodegree.
See More
Specs
Languages:
HTML, CSS, JavaScript, Java, Python, Swift, SQL, R
Features:
Editor, progress saver, forum, video tutorials
Top
Pro
•••
Courses are easy to understand
See More
Top
Pro
•••
Offers Nanodegrees
Udacity offers a few different Nanodegrees which provide access to various different courses, project reviews and coaching support for $200/month. Current options include Front End Web Developer, Data Analyst and Android Developer. See the full list here.
See More
Top
Pro
•••
Courses taught by industry professionals
See More
Top
Pro
•••
All courses are self-paced
Courses are always made available which means there is no waiting for the specific course you want to run. You can work through the courses as fast or as slow as you want.
See More
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See All
Get it
here
Recommend
2
--
Machine Learning - MIT Press
My Rec
ommendation
for
Machine Learning - MIT Press
My Recommendation for
Machine Learning - MIT Press
Add Video or Image
All
1
Experiences
1
RickZeeland's Experience
Now on offer on Humble Bundle with 23 other ebooks for only €18.25 https://www.humblebundle.com/books/essential-knowledge-computers-and-tech-mit-press-books
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$15.95
Recommend
1
--
Data Scientist Skills
My Rec
ommendation
for
Data Scientist Skills
My Recommendation for
Data Scientist Skills
Add Video or Image
All
1
Experiences
1
kanger dev's Experience
Machine Learning and Deep Learning
See More
Hide
Read Article
Recommend
1
--
Maths for Machine Learning ( Basic Guide )
My Rec
ommendation
for
Maths for Machine Learning ( Basic Guide )
My Recommendation for
Maths for Machine Learning ( Basic Guide )
Add Video or Image
All
1
Experiences
1
kanger dev's Experience
Essential Concepts
See More
Hide
Read Here
Recommend
1
--
MLOps Engineer Certifications and Career Outlook
My Rec
ommendation
for
MLOps Engineer Certifications and Career Outlook
My Recommendation for
MLOps Engineer Certifications and Career Outlook
Add Video or Image
All
2
Experiences
1
Pros
1
Top
Pro
•••
Beginner friendly
See More
kanger dev's Experience
Suitable Career Paths for Machine Learning Learners
See More
Hide
Read Here
Recommend
1
--
kanger.dev - Data Science Stack
My Rec
ommendation
for
kanger.dev - Data Science Stack
My Recommendation for
kanger.dev - Data Science Stack
Add Video or Image
Hide
Read
Recommend
--
Basic Statistics for Data Science
My Rec
ommendation
for
Basic Statistics for Data Science
My Recommendation for
Basic Statistics for Data Science
Add Video or Image
Hide
Read here
Recommend
--
TensorFlow for Machine Learning (Beginners Guide)
My Rec
ommendation
for
TensorFlow for Machine Learning (Beginners Guide)
My Recommendation for
TensorFlow for Machine Learning (Beginners Guide)
Add Video or Image
Hide
Read Here
Recommend
--
Machine Learning for Finance
My Rec
ommendation
for
Machine Learning for Finance
My Recommendation for
Machine Learning for Finance
Add Video or Image
Hide
Read Here
Recommend
--
deeplearning.ai
My Rec
ommendation
for
deeplearning.ai
My Recommendation for
deeplearning.ai
Add Video or Image
Hide
$0+
Recommend
3
--
Superintelligence: Paths, Dangers, Strategies
My Rec
ommendation
for
Superintelligence: Paths, Dangers, Strategies
My Recommendation for
Superintelligence: Paths, Dangers, Strategies
Add Video or Image
All
1
Pros
1
Top
Pro
•••
Great overview of the challenges of AI
See More
Hide
Get it
here
Recommend
2
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