typedt

## ml-recs.md

      
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                bsletten
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              January 24, 2024 19:28
            
              
                Machine Learning Path Recommendations
              
          
    This is an incomplete, ever-changing curated list of content to assist people into the worlds of Data Science and Machine Learning. If you have a recommendation for something to add, please let me know. If something isn't here, it doesn't mean I don't recommend it, I just may not have had a chance to review it yet or not.
I will generally list things in order of easier to more formal/challenging content.
It may feel like there is an overwhelming amount of stuff for you to learn (because there is). But, there is a guided path that will get you there in time. You need to focus on Linear Algebra, Calculus, Statistics and probably Python (or R). Your best bet is to get a Safari Books Online account (https://www.safaribooksonline.com) which you may already have access to through school or work. If not, it is a reasonable way to get access to a tremendous number of books and videos.
I'm not saying you will get what you need out of everything here, but I have read/watched at least some of all of the following an

  
## Git.java

import java.io.BufferedReader;
import java.io.IOException;
import java.io.InputStream;
import java.io.InputStreamReader;
import java.nio.file.Files;
import java.nio.file.Path;
import java.nio.file.Paths;
import java.util.Objects;

## .ghci
-- You need to install IPPrint and HsColour with cabal to use this config.
-- If you find all the loading messages anoying you may want to set an alias:
-- alias ghci="ghci -v0"
-- Or if you are using stack ghci:
-- alias ghci="stack --silent ghci --ghci-options -v0"

:set -XNoMonomorphismRestriction
:set prompt "\ESC[34mλ\ESC[m "

-- remove the following comments if ghci >= v7.8.1 for multiline support:

## advices.txt
Setting the hibernate.show_sql to true tells hibernate to Write all SQL statements to console. This is an alternative to setting the log category org.hibernate.SQL to debug.

So even if you set this property to false, make sure that you don't have the following category defined (or configured to use a console appender):

log4j.logger.org.hibernate.SQL=DEBUG
Also, make sure that you don't set the hibernate.show_sql programmatically to true when instancing your Configuration object. Hunt something like this:

Configuration cfg = new Configuration().configure().
    .setProperty("hibernate.show_sql", "true");
Note that the setProperty(String propertyName, String value) takes as first parameter the full name of a configuration property i.e. hibernate.show_sql, not just show_sql.

	import java.io.BufferedReader;
	import java.io.IOException;
	import java.io.InputStream;
	import java.io.InputStreamReader;
	import java.nio.file.Files;
	import java.nio.file.Path;
	import java.nio.file.Paths;
	import java.util.Objects;
	-- You need to install IPPrint and HsColour with cabal to use this config.
	-- If you find all the loading messages anoying you may want to set an alias:
	-- alias ghci="ghci -v0"
	-- Or if you are using stack ghci:
	-- alias ghci="stack --silent ghci --ghci-options -v0"

	:set -XNoMonomorphismRestriction
	:set prompt "\ESC[34mλ\ESC[m "

	-- remove the following comments if ghci >= v7.8.1 for multiline support:
	Setting the hibernate.show_sql to true tells hibernate to Write all SQL statements to console. This is an alternative to setting the log category org.hibernate.SQL to debug.

	So even if you set this property to false, make sure that you don't have the following category defined (or configured to use a console appender):

	log4j.logger.org.hibernate.SQL=DEBUG
	Also, make sure that you don't set the hibernate.show_sql programmatically to true when instancing your Configuration object. Hunt something like this:

	Configuration cfg = new Configuration().configure().
	.setProperty("hibernate.show_sql", "true");
	Note that the setProperty(String propertyName, String value) takes as first parameter the full name of a configuration property i.e. hibernate.show_sql, not just show_sql.