Python罘罌医膺ゃ scikit-learn羇紫激80+

Python罘罌医膺ゃ scikit-learn羇紫激80+

4,290鐚篏 3,900鐚腮10%鐚

阪2
2019/3/18
若御
392
泣ゃ
B5紊綵√
Julian Avila/Trent Hauck/綣鋍腓障ゃ若荐
ISBN
9784295005742

Python罘罌医膺激80莇鐚

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Julian Avila鐚吾ャ≪潟祉≪鐚
潟潟ャ若帥若吾с潟羇糸c若違弱若若帥泣ゃ潟c鴻
泣ャ若祉綏ョ紊у鐚MIT鐚紊ус医絨祉鎕絖潟潟ャ若帥腥吟

Trent Hauck鐚潟祉若鐚
若帥泣ゃ潟c鴻潟吟劫ぇ絖у紕垩篆紕垩緇
吾Instant Data Intensive Apps with pandas How-to鐚Packt Publishing鐚

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綣鋍腓障ゃ若
1995綛眼膠喝純泣潟潟激鴻潟荐腴潟潟ャ若帥激鴻冴若ゃ冴
潟潟泣c潟違2001綛眼ユ羈篋冴荐腴
筝祉荐恰吾AI≪眼冴若宴c潟域罘罌医膺/腟羝≪
鴻c鴻≪若c緇劫茹cс若 若絎
罨>篁f茵鐚紫2鐚Python罘罌医膺違潟 篋冴若帥泣ゃ潟c鴻
茫絎莊泣鐚ゃ潟合肴鐚

膃1腴 罘罌医膺腟帥茹cNumPyゃゃ潟障
鐚1鐚NumPy榊
鐚2鐚Iris若帥祉茯粋昭
鐚3鐚Iris若帥祉荀
鐚4鐚Iris若帥祉pandasу荀
鐚5鐚NumPymatplotlib篏帥c
鐚6鐚醇絨罘罌医膺激鐚SVM蕁
鐚7鐚巡困綏罎荐若膣剛
鐚8鐚純鴻1ゃ障
鐚9鐚醇罌医膺若若ャ種蕁絽

膃2腴 ≪罕膀若若泣潟若帥篏腆榊冗筝羈障
鐚10鐚順亜茵泣潟若帥篏
鐚11鐚醇羣罩h絽絨阪墾с若帥鴻宴若潟違

鐚18鐚遵絽違腆榊冗筝羈篏睡

膃3腴 罨≦羝PCAц純鴻障
鐚19鐚PCA罨≦羝
鐚20鐚遵茹c絖篏睡

鐚25鐚醇≦羝羈ゃゃ潟с鴻

膃4腴 膩綵≪≪膩綵√絽違LARS障
鐚26鐚順雁若帥
鐚27鐚醇罌医膺篏帥c雁若帥

鐚32鐚LARS罩e吾堺≪若

膃5腴 吾鴻c絽謂若帥茯粋昭帥ゃゃ潟障
鐚33鐚UCI Machine Learning Repository若帥茯粋昭
鐚34鐚pandas篏帥cPima Indians Diabetes若帥祉荀

鐚40鐚純潟潟鴻ROC牙
鐚41鐚純若帥祉茯粋昭帥ROC牙障с1ゃ障鐚UCI Breast Cancer若帥祉

膃6腴 莊∽罔篏帥c≪罕膀k-means羈k菴羈障
鐚42鐚k-means羈篏帥c若帥鴻帥潟
鐚43鐚純祉潟ゃ違

鐚49鐚k-means羈篏帥c紊ゃ罎冴
鐚50鐚遵絽違k菴羈鐚KNN鐚篏睡

膃7腴 篋ゅ勲罎荐若≪罕膀緇若錫≪御羂悟障
鐚51鐚巡困綏罎荐若篏帥c≪御
鐚52鐚k俄困綏罎荐

鐚63鐚L1劫彰御
鐚64鐚joblib障pickle篏帥c≪羂悟

膃8腴 泣若激鰍膩綵SVM泣若絽違障
鐚65鐚順綵SVM篏帥c若帥蕁

鐚68鐚純泣若絽

膃9腴 羆阪≪眼冴≪潟泣潟絖膺
鐚69鐚醇浦絎篏帥c堺蕁茵
鐚70鐚pydot篏帥c羆阪荀

鐚77鐚純≪若鴻鐚AdaBoost鐚絽医ャ若潟
鐚78鐚scikit-learnс鴻帥潟違≪違蚊若帥篏

膃10腴 鴻蕁紊劫蕁
鐚79鐚遵蕁腆榊冗筝羈篏睡
鐚80鐚純ゃ若ゃ冴篏帥c吾蕁
鐚81鐚遵絽絖膺篌羈

膃11腴 ャ若若
鐚82鐚純若祉喝蕁
鐚83鐚純ャ若若鐚紊絮ゃ若祉
鐚84鐚純ャ若若鴻帥潟

膃12腴 膣ィ絎篏
鐚85鐚遵膣ィ絎篏

∫f悟

絅処阪2筝

≪Transformer≪罕≪若鐚RAG鐚SLM絎茖障

罕潟若茹c腆冴絎茖鐚

潟若

茖遵茯障絲乗院潟若宴障

荅潟荐罩

憜茖遵罩hゆ宴障

悟絎鴻≪<膈с吾荐莠絎鴻≪障