Reading, Writing, Arithmetic, Robotics: What to Know About Machine Learning Part 40

Lazy Learning

[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” 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=”||-43px|||”] This is the fortieth article in a series dedicated to the various aspects of machine learning (ML). Today’s article will continue the discussion of lazy vs. eager learning by going over the benefits and drawbacks of lazy learning and […]

Reading, Writing, Arithmetic, Robotics: What to Know About Machine Learning Part 39

Lazy vs. Eager Learning

[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” 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″] This is the thirty-ninth article in a series dedicated to the various aspects of machine learning (ML). Today’s article will outline the difference between lazy vs. eager learning.  It is the day of the big test, and you feel woefully […]

Reading, Writing, Arithmetic, Robotics: What to Know About Machine Learning Part 38

Computational Learning Theory

[et_pb_section fb_built=”1″ _builder_version=”4.9.10″ _module_preset=”default” custom_padding=”0px||1px|||”][et_pb_row _builder_version=”4.9.10″ _module_preset=”default” custom_padding=”0px||0px|||” custom_margin=”|auto|-9px|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_margin=”||-17px|||”] This is the thirty-eighth article in a series dedicated to the various aspects of machine learning (ML). Today’s article will continue the discussion of computational learning theory, a school of thought dedicated to answering or even just pondering […]

Reading, Writing, Arithmetic, Robotics: What to Know About Machine Learning Part 36

Bayesian learning in machine learning

[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” 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=”||-30px|||”] This is the thirty-sixth article in a series dedicated to the various aspects of machine learning (ML). Today’s article will go further into detail on Bayesian learning, one of the key approaches to learning in the machine learning field, […]

Reading, Writing, Arithmetic, Robotics: What to Know About Machine Learning Part 35

Bayesian learning in machine learning

[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” 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″ min_height=”1440px” custom_margin=”||-24px|||”] This is the thirty-fifth article in a series dedicated to the various aspects of machine learning (ML). Today’s article will go into detail on Bayesian learning, one of the key approaches to learning in the machine learning field.  […]

Reading, Writing, Arithmetic, Robotics: What to Know About Machine Learning Part 34

History in Machine Learning

[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” 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=”1px||-35px|||” custom_padding=”||0px|||”] This is the thirty-fourth article in a series dedicated to the various aspects of machine learning (ML). Today’s article will give a brief overview of the history of machine learning. Our previous article dealt with the capability of […]

Reading, Writing, Arithmetic, Robotics: What to Know About Machine Learning Part 33

machine learning

[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” 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_padding=”0px|||||” custom_margin=”-4px|||||”] This is the thirty-third article in a series dedicated to the various aspects of machine learning (ML). Today’s article will detail a major development in the field of artificial intelligence, which is the restoration of art. We’ll go […]

Reading, Writing, Arithmetic, Robotics: What to Know About Machine Learning Part 32

machine learning

[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” custom_padding=”0px||0px|||” custom_margin=”-1px|auto||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|||||”] This is the thirty-second article in a series dedicated to the various aspects of machine learning (ML). Today’s article will discuss the decision-making behind choosing one learning algorithm over another, a key aspect of the machine learning process. […]

Reading, Writing, Arithmetic, Robotics: What to Know About Machine Learning Part 31

learned hypothesis

[et_pb_section fb_built=”1″ _builder_version=”4.9.10″ _module_preset=”default” custom_padding=”2px||0px|||” min_height=”2957px”][et_pb_row _builder_version=”4.9.10″ _module_preset=”default” custom_padding=”0px||0px|||” custom_margin=”|auto|-42px|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″] This is the thirty-first article in a series dedicated to the various aspects of machine learning (ML). Today’s article will cover confidence intervals, a key aspect of the machine learning process of evaluating a learned hypothesis. Additionally, this […]