Reading, Writing, Arithmetic, Robotics: What to Know About Machine Learning Part 43

Learning sets of rules for 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=”|auto|-13px|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 forty-third article in a series dedicated to the various aspects of machine learning (ML). Today’s article will introduce the concept of learning sets of rules in machine learning. We’ll illustrate what it means to learn a […]

Reading, Writing, Arithmetic, Robotics: What to Know About Machine Learning Part 42

Genetic algorithms

[et_pb_section fb_built=”1″ _builder_version=”4.9.10″ _module_preset=”default” custom_margin=”||-1px|||” custom_padding=”0px||4px|||”][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=”||-27px|||”] This is the forty-second article in a series dedicated to the various aspects of machine learning (ML). Today’s article will continue the discussion of genetic algorithms, which is a form of learning that finds its basis in the […]

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 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 […]