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feat: Add more notebook samples for documentation (#1043)
* add LightGBM classification sample * fix error * add VW classification sample * add cognitive services for big data sample * fix tiny error * update LightGBM samples * update samples * fix link * update comments * update BingImageSearch calling to fix test errors * update samples * update VW sample * fix spelling error * update based on comments * remove cache * fix error * add VW contextual bandit sample * update notebook samples * tiny modification
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