Cheat Sheet of Machine Learning and Python (and Math) Cheat Sheets (Machine Learning in Practice)

<div class="" data-block="true" data-editor="b068n" data-offset-key="23lo0-0-0" style="font-family: Helvetica, Arial, sans-serif; color: rgb(29, 33, 41); font-size: 14px; white-space: pre-wrap; background-color: rgb(255, 255, 255);"><div data-offset-key="23lo0-0-0" class="_1mf _1mj" style="position: relative; direction: ltr; font-family: inherit;"><span data-offset-key="23lo0-0-0" style="font-family: inherit;">Cheat Sheet of Machine Learning and Python (and Math) Cheat Sheets (Machine Learning in Practice)</span></div></div><div class="" data-block="true" data-editor="b068n" data-offset-key="c11jm-0-0" style="font-family: Helvetica, Arial, sans-serif; color: rgb(29, 33, 41); font-size: 14px; white-space: pre-wrap; background-color: rgb(255, 255, 255);"><div data-offset-key="c11jm-0-0" class="_1mf _1mj" style="position: relative; direction: ltr; font-family: inherit;"><span data-offset-key="c11jm-0-0" style="font-family: inherit;"><br data-text="true"></span></div></div><div class="" data-block="true" data-editor="b068n" data-offset-key="6ns6n-0-0" style="font-family: Helvetica, Arial, sans-serif; color: rgb(29, 33, 41); font-size: 14px; white-space: pre-wrap; background-color: rgb(255, 255, 255);"><div data-offset-key="6ns6n-0-0" class="_1mf _1mj" style="position: relative; direction: ltr; font-family: inherit;"><span data-offset-key="6ns6n-0-0" style="font-family: inherit;"><br data-text="true"></span></div></div><div class="" data-block="true" data-editor="b068n" data-offset-key="2m2ik-0-0" style="font-family: Helvetica, Arial, sans-serif; color: rgb(29, 33, 41); font-size: 14px; white-space: pre-wrap; background-color: rgb(255, 255, 255);"><div data-offset-key="2m2ik-0-0" class="_1mf _1mj" style="position: relative; direction: ltr; font-family: inherit;"><span data-offset-key="2m2ik-0-0" style="font-family: inherit;">* Machine Learning</span></div></div><div class="" data-block="true" data-editor="b068n" data-offset-key="7cavi-0-0" style="font-family: Helvetica, Arial, sans-serif; color: rgb(29, 33, 41); font-size: 14px; white-space: pre-wrap; background-color: rgb(255, 255, 255);"><div data-offset-key="7cavi-0-0" class="_1mf _1mj" style="position: relative; direction: ltr; font-family: inherit;"><span data-offset-key="7cavi-0-0" style="font-family: inherit;">- Neural Network Architectures</span></div></div><div class="" data-block="true" data-editor="b068n" data-offset-key="2k2no-0-0" style="font-family: Helvetica, Arial, sans-serif; color: rgb(29, 33, 41); font-size: 14px; white-space: pre-wrap; background-color: rgb(255, 255, 255);"><div data-offset-key="2k2no-0-0" class="_1mf _1mj" style="position: relative; direction: ltr; font-family: inherit;"><span data-offset-key="2k2no-0-0" style="font-family: inherit;">- Microsoft Azure Algorithm Flowchart</span></div></div><div class="" data-block="true" data-editor="b068n" data-offset-key="fbuf9-0-0" style="font-family: Helvetica, Arial, sans-serif; color: rgb(29, 33, 41); font-size: 14px; white-space: pre-wrap; background-color: rgb(255, 255, 255);"><div data-offset-key="fbuf9-0-0" class="_1mf _1mj" style="position: relative; direction: ltr; font-family: inherit;"><span data-offset-key="fbuf9-0-0" style="font-family: inherit;">- SAS Algorithm Flowchart</span></div></div><div class="" data-block="true" data-editor="b068n" data-offset-key="bnvo8-0-0" style="font-family: Helvetica, Arial, sans-serif; color: rgb(29, 33, 41); font-size: 14px; white-space: pre-wrap; background-color: rgb(255, 255, 255);"><div data-offset-key="bnvo8-0-0" class="_1mf _1mj" style="position: relative; direction: ltr; font-family: inherit;"><span data-offset-key="bnvo8-0-0" style="font-family: inherit;">- Algorithm Summary</span></div></div><div class="" data-block="true" data-editor="b068n" data-offset-key="334rs-0-0" style="font-family: Helvetica, Arial, sans-serif; color: rgb(29, 33, 41); font-size: 14px; white-space: pre-wrap; background-color: rgb(255, 255, 255);"><div data-offset-key="334rs-0-0" class="_1mf _1mj" style="position: relative; direction: ltr; font-family: inherit;"><span data-offset-key="334rs-0-0" style="font-family: inherit;">- Algorithm Pro/Con</span></div></div><div class="" data-block="true" data-editor="b068n" data-offset-key="25n80-0-0" style="font-family: Helvetica, Arial, sans-serif; color: rgb(29, 33, 41); font-size: 14px; white-space: pre-wrap; background-color: rgb(255, 255, 255);"><div data-offset-key="25n80-0-0" class="_1mf _1mj" style="position: relative; direction: ltr; font-family: inherit;"><span data-offset-key="25n80-0-0" style="font-family: inherit;"><br data-text="true"></span></div></div><div class="" data-block="true" data-editor="b068n" data-offset-key="3pvcb-0-0" style="font-family: Helvetica, Arial, sans-serif; color: rgb(29, 33, 41); font-size: 14px; white-space: pre-wrap; background-color: rgb(255, 255, 255);"><div data-offset-key="3pvcb-0-0" class="_1mf _1mj" style="position: relative; direction: ltr; font-family: inherit;"><span data-offset-key="3pvcb-0-0" style="font-family: inherit;">* Python</span></div></div><div class="" data-block="true" data-editor="b068n" data-offset-key="c7if-0-0" style="font-family: Helvetica, Arial, sans-serif; color: rgb(29, 33, 41); font-size: 14px; white-space: pre-wrap; background-color: rgb(255, 255, 255);"><div data-offset-key="c7if-0-0" class="_1mf _1mj" style="position: relative; direction: ltr; font-family: inherit;"><span data-offset-key="c7if-0-0" style="font-family: inherit;">- Algorithms</span></div></div><div class="" data-block="true" data-editor="b068n" data-offset-key="4sma3-0-0" style="font-family: Helvetica, Arial, sans-serif; color: rgb(29, 33, 41); font-size: 14px; white-space: pre-wrap; background-color: rgb(255, 255, 255);"><div data-offset-key="4sma3-0-0" class="_1mf _1mj" style="position: relative; direction: ltr; font-family: inherit;"><span data-offset-key="4sma3-0-0" style="font-family: inherit;">- Python Basics</span></div></div><div class="" data-block="true" data-editor="b068n" data-offset-key="96tos-0-0" style="font-family: Helvetica, Arial, sans-serif; color: rgb(29, 33, 41); font-size: 14px; white-space: pre-wrap; background-color: rgb(255, 255, 255);"><div data-offset-key="96tos-0-0" class="_1mf _1mj" style="position: relative; direction: ltr; font-family: inherit;"><span data-offset-key="96tos-0-0" style="font-family: inherit;">- Numpy</span></div></div><div class="" data-block="true" data-editor="b068n" data-offset-key="8pnaf-0-0" style="font-family: Helvetica, Arial, sans-serif; color: rgb(29, 33, 41); font-size: 14px; white-space: pre-wrap; background-color: rgb(255, 255, 255);"><div data-offset-key="8pnaf-0-0" class="_1mf _1mj" style="position: relative; direction: ltr; font-family: inherit;"><span data-offset-key="8pnaf-0-0" style="font-family: inherit;">- Pandas</span></div></div><div class="" data-block="true" data-editor="b068n" data-offset-key="erm8m-0-0" style="font-family: Helvetica, Arial, sans-serif; color: rgb(29, 33, 41); font-size: 14px; white-space: pre-wrap; background-color: rgb(255, 255, 255);"><div data-offset-key="erm8m-0-0" class="_1mf _1mj" style="position: relative; direction: ltr; font-family: inherit;"><span data-offset-key="erm8m-0-0" style="font-family: inherit;">- Matplotlib</span></div></div><div class="" data-block="true" data-editor="b068n" data-offset-key="6iao6-0-0" style="font-family: Helvetica, Arial, sans-serif; color: rgb(29, 33, 41); font-size: 14px; white-space: pre-wrap; background-color: rgb(255, 255, 255);"><div data-offset-key="6iao6-0-0" class="_1mf _1mj" style="position: relative; direction: ltr; font-family: inherit;"><span data-offset-key="6iao6-0-0" style="font-family: inherit;">- Scikit Learn</span></div></div><div class="" data-block="true" data-editor="b068n" data-offset-key="aj91r-0-0" style="font-family: Helvetica, Arial, sans-serif; color: rgb(29, 33, 41); font-size: 14px; white-space: pre-wrap; background-color: rgb(255, 255, 255);"><div data-offset-key="aj91r-0-0" class="_1mf _1mj" style="position: relative; direction: ltr; font-family: inherit;"><span data-offset-key="aj91r-0-0" style="font-family: inherit;">- Tensorflow</span></div></div><div class="" data-block="true" data-editor="b068n" data-offset-key="6k4sc-0-0" style="font-family: Helvetica, Arial, sans-serif; color: rgb(29, 33, 41); font-size: 14px; white-space: pre-wrap; background-color: rgb(255, 255, 255);"><div data-offset-key="6k4sc-0-0" class="_1mf _1mj" style="position: relative; direction: ltr; font-family: inherit;"><span data-offset-key="6k4sc-0-0" style="font-family: inherit;">- Pytorch</span></div></div><div class="" data-block="true" data-editor="b068n" data-offset-key="as901-0-0" style="font-family: Helvetica, Arial, sans-serif; color: rgb(29, 33, 41); font-size: 14px; white-space: pre-wrap; background-color: rgb(255, 255, 255);"><div data-offset-key="as901-0-0" class="_1mf _1mj" style="position: relative; direction: ltr; font-family: inherit;"><span data-offset-key="as901-0-0" style="font-family: inherit;"><br data-text="true"></span></div></div><div class="" data-block="true" data-editor="b068n" data-offset-key="7so1-0-0" style="font-family: Helvetica, Arial, sans-serif; color: rgb(29, 33, 41); font-size: 14px; white-space: pre-wrap; background-color: rgb(255, 255, 255);"><div data-offset-key="7so1-0-0" class="_1mf _1mj" style="position: relative; direction: ltr; font-family: inherit;"><span data-offset-key="7so1-0-0" style="font-family: inherit;">* Math</span></div></div><div class="" data-block="true" data-editor="b068n" data-offset-key="esqnj-0-0" style="font-family: Helvetica, Arial, sans-serif; color: rgb(29, 33, 41); font-size: 14px; white-space: pre-wrap; background-color: rgb(255, 255, 255);"><div data-offset-key="esqnj-0-0" class="_1mf _1mj" style="position: relative; direction: ltr; font-family: inherit;"><span data-offset-key="esqnj-0-0" style="font-family: inherit;">- Probability</span></div></div><div class="" data-block="true" data-editor="b068n" data-offset-key="9ieuj-0-0" style="font-family: Helvetica, Arial, sans-serif; color: rgb(29, 33, 41); font-size: 14px; white-space: pre-wrap; background-color: rgb(255, 255, 255);"><div data-offset-key="9ieuj-0-0" class="_1mf _1mj" style="position: relative; direction: ltr; font-family: inherit;"><span data-offset-key="9ieuj-0-0" style="font-family: inherit;">- Linear Algebra</span></div></div><div class="" data-block="true" data-editor="b068n" data-offset-key="6qqb6-0-0" style="font-family: Helvetica, Arial, sans-serif; color: rgb(29, 33, 41); font-size: 14px; white-space: pre-wrap; background-color: rgb(255, 255, 255);"><div data-offset-key="6qqb6-0-0" class="_1mf _1mj" style="position: relative; direction: ltr; font-family: inherit;"><span data-offset-key="6qqb6-0-0" style="font-family: inherit;">- Calculus</span></div></div><div class="" data-block="true" data-editor="b068n" data-offset-key="2933d-0-0" style="font-family: Helvetica, Arial, sans-serif; color: rgb(29, 33, 41); font-size: 14px; white-space: pre-wrap; background-color: rgb(255, 255, 255);"><div data-offset-key="2933d-0-0" class="_1mf _1mj" style="position: relative; direction: ltr; font-family: inherit;"><span data-offset-key="2933d-0-0" style="font-family: inherit;"><br data-text="true"></span></div></div><div class="" data-block="true" data-editor="b068n" data-offset-key="ck5cb-0-0" style="font-family: Helvetica, Arial, sans-serif; color: rgb(29, 33, 41); font-size: 14px; white-space: pre-wrap; background-color: rgb(255, 255, 255);"><div data-offset-key="ck5cb-0-0" class="_1mf _1mj" style="position: relative; direction: ltr; font-family: inherit;"><span data-offset-key="ck5cb-0-0" style="font-family: inherit;">* 출처 : <a href="https://medium.com/machine-learning-in-practice/cheat-sheet-of-machine-learning-and-python-and-math-cheat-sheets-a4afe4e791b6" target="_blank" class="tx-link">https://medium.com/machine-learning-in-practice/cheat-sheet-of-machine-learning-and-python-and-math-cheat-sheets-a4afe4e791b6</a></span></div></div><div class="" data-block="true" data-editor="b068n" data-offset-key="pq52-0-0" style="font-family: Helvetica, Arial, sans-serif; color: rgb(29, 33, 41); font-size: 14px; white-space: pre-wrap; background-color: rgb(255, 255, 255);"><div data-offset-key="pq52-0-0" class="_1mf _1mj" style="position: relative; direction: ltr; font-family: inherit;"><span data-offset-key="pq52-0-0" style="font-family: inherit;"><br data-text="true"></span></div></div><div class="" data-block="true" data-editor="b068n" data-offset-key="c1lh2-0-0" style="font-family: Helvetica, Arial, sans-serif; color: rgb(29, 33, 41); font-size: 14px; white-space: pre-wrap; background-color: rgb(255, 255, 255);"><div data-offset-key="c1lh2-0-0" class="_1mf _1mj" style="position: relative; direction: ltr; font-family: inherit;"><span data-offset-key="c1lh2-0-0" style="font-family: inherit;">*******************************************************</span></div></div><div class="" data-block="true" data-editor="b068n" data-offset-key="dkpde-0-0" style="font-family: Helvetica, Arial, sans-serif; color: rgb(29, 33, 41); font-size: 14px; white-space: pre-wrap; background-color: rgb(255, 255, 255);"><div data-offset-key="dkpde-0-0" class="_1mf _1mj" style="position: relative; direction: ltr; font-family: inherit;"><span data-offset-key="dkpde-0-0" style="font-family: inherit;">- 통계분석연구회</span></div></div><div class="" data-block="true" data-editor="b068n" data-offset-key="6kk0s-0-0" style="font-family: Helvetica, Arial, sans-serif; color: rgb(29, 33, 41); font-size: 14px; white-space: pre-wrap; background-color: rgb(255, 255, 255);"><div data-offset-key="6kk0s-0-0" class="_1mf _1mj" style="position: relative; direction: ltr; font-family: inherit;"><span data-offset-key="6kk0s-0-0" style="font-family: inherit;">- 카페 : http://cafe.daum.net/statsas</span></div></div><div class="" data-block="true" data-editor="b068n" data-offset-key="ik2l-0-0" style="font-family: Helvetica, Arial, sans-serif; color: rgb(29, 33, 41); font-size: 14px; white-space: pre-wrap; background-color: rgb(255, 255, 255);"><div data-offset-key="ik2l-0-0" class="_1mf _1mj" style="position: relative; direction: ltr; font-family: inherit;"><span data-offset-key="ik2l-0-0" style="font-family: inherit;">- 통계분석연구회(Statistics Analysis Study) 그룹 :https://www.facebook.com/groups/statsas</span></div></div><p><br></p>