Tag: machine learning series

Reading, Writing, Arithmetic, Robotics: What to Know About Machine Learning Part 29

Machine Learning

[et_pb_section fb_built=”1″ _builder_version=”4.9.10″ _module_preset=”default” custom_padding=”11px||0px|||”][et_pb_row _builder_version=”4.9.10″ _module_preset=”default” custom_padding=”||0px|||”][et_pb_column _builder_version=”4.9.10″ _module_preset=”default” type=”4_4″][et_pb_text _builder_version=”4.9.10″ _module_preset=”default” hover_enabled=”0″ sticky_enabled=”0″ custom_margin=”-14px||-41px|||” custom_padding=”0px|||||” min_height=”1472px”] This is the twenty-ninth article in a series dedicated to the various aspects of machine learning (ML). Today’s article will discuss the problems to be found in the machine learning process of evaluating a learned hypothesis.  Many […]

Reading, Writing, Arithmetic, Robotics: What to Know About Machine Learning Part 28

Machine Learning

[et_pb_section fb_built=”1″ _builder_version=”4.9.10″ _module_preset=”default” min_height=”1399.5px” custom_padding=”26px||1px|||”][et_pb_row _builder_version=”4.9.10″ _module_preset=”default” custom_padding=”0px||7px|||” min_height=”1375.9px” custom_margin=”-26px|auto|-35px|auto||”][et_pb_column _builder_version=”4.9.10″ _module_preset=”default” type=”4_4″][et_pb_text _builder_version=”4.9.10″ _module_preset=”default” hover_enabled=”0″ sticky_enabled=”0″ custom_padding=”0px||0px|||” min_height=”1298px” custom_margin=”||-12px|||”] This is the twenty-eighth article in a series dedicated to the various aspects of machine learning (ML). Today’s article will extend the discussion of the types of environments an AI agent will need to […]

Reading, Writing, Arithmetic, Robotics: What to Know About Machine Learning Part 27

Machine Learning

[et_pb_section fb_built=”1″ _builder_version=”4.9.10″ _module_preset=”default” custom_padding=”0px|||||”][et_pb_row _builder_version=”4.9.10″ _module_preset=”default” custom_margin=”|auto|-50px|auto||” min_height=”1621.8px” custom_padding=”||3px|||”][et_pb_column _builder_version=”4.9.10″ _module_preset=”default” type=”4_4″][et_pb_text _builder_version=”4.9.10″ _module_preset=”default” hover_enabled=”0″ sticky_enabled=”0″ custom_margin=”-35px||-57px|||” custom_padding=”0px||0px|||”] This is the twenty-seventh article in a series dedicated to the various aspects of machine learning (ML). Today’s article will cover the types of environments an AI agent will need to deal with.  Driving on the […]

Reading, Writing, Arithmetic, Robotics: What to Know About Machine Learning Part 26

Backpropagation

[et_pb_section fb_built=”1″ _builder_version=”4.9.10″ _module_preset=”default” custom_padding=”0px||0px|||”][et_pb_row _builder_version=”4.9.10″ _module_preset=”default” min_height=”1261.8px” custom_padding=”0px||0px|||”][et_pb_column _builder_version=”4.9.10″ _module_preset=”default” type=”4_4″][et_pb_text _builder_version=”4.9.10″ _module_preset=”default” hover_enabled=”0″ sticky_enabled=”0″ custom_margin=”||-75px|||” custom_padding=”||0px|||”] This is the twenty-sixth article in a series dedicated to the various aspects of machine learning (ML). Today’s article will cover backpropagation algorithms, which is the most important type of learning method employed for neural networks in […]

Reading, Writing, Arithmetic, Robotics: What to Know About Machine Learning Part 25

Machine Learning

[et_pb_section fb_built=”1″ _builder_version=”4.9.10″ _module_preset=”default” custom_padding=”16px||0px|||” min_height=”1374.6px”][et_pb_row _builder_version=”4.9.10″ _module_preset=”default” custom_padding=”||0px|||” custom_margin=”|auto|-39px|auto||”][et_pb_column type=”4_4″ _builder_version=”4.9.10″ _module_preset=”default”][et_pb_text _builder_version=”4.9.10″ _module_preset=”default” custom_margin=”-41px||-9px|||” custom_padding=”||0px|||”] This is the twenty-fifth article in a series dedicated to the various aspects of machine learning (ML). Today’s article will cover common types of search algorithms in machine learning.  When we are running down our many options for […]

Reading, Writing, Arithmetic, Robotics: What to Know About Machine Learning Part 24

Machine Learning

[et_pb_section fb_built=”1″ _builder_version=”4.9.10″ _module_preset=”default” min_height=”1990.4px” custom_padding=”0px||8px|||”][et_pb_row _builder_version=”4.9.10″ _module_preset=”default” min_height=”1993.8px” custom_margin=”|auto|-22px|auto||” custom_padding=”0px|||||”][et_pb_column _builder_version=”4.9.10″ _module_preset=”default” type=”4_4″][et_pb_text _builder_version=”4.9.10″ _module_preset=”default” hover_enabled=”0″ sticky_enabled=”0″ custom_margin=”||-40px|||”] This is the twenty-fourth article in a series dedicated to the various aspects of machine learning (ML). Today’s article will cover common machine learning problems that neural networks are good at solving.  The mind is a […]

Reading, Writing, Arithmetic, Robotics: What to Know About Machine Learning Part 19

Machine Learning

[et_pb_section fb_built=”1″ _builder_version=”4.9.10″ _module_preset=”default” min_height=”1908.4px” custom_padding=”||0px|||” custom_margin=”||-115px|||”][et_pb_row _builder_version=”4.9.10″ _module_preset=”default” custom_margin=”-34px|auto|-32px|auto||” min_height=”1901.8px”][et_pb_column _builder_version=”4.9.10″ _module_preset=”default” type=”4_4″][et_pb_text _builder_version=”4.9.10″ _module_preset=”default” hover_enabled=”0″ sticky_enabled=”0″ custom_padding=”||0px|||” custom_margin=”||-37px|||”] This is the nineteenth article in a series dedicated to the various aspects of machine learning (ML). Today’s article will focus on the design of learning systems, providing an overview of essential concepts like target […]