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Merge pull request #1046 from yashksaini-coder/yash/fix-1032
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✅ Add Python Engineering Tutorial
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@UTSAVS26
UTSAVS26 authored Nov 3, 2024
2 parents 4d36e16 + fe0527c commit bc79af7
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20 changes: 20 additions & 0 deletions Project-Structure.md
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## Stock Market Analysis
* [Stock-Market-Analysis Final](Stock_Market_Analysis/stock-market-analysis_final.ipynb)

## Tutorials
* Python Data Engineering
* 1. Iphone Data Analysis Project
* [Iphone Data Analysis Mini Project](Tutorials/Python_Data_Engineering/1.%20iPhone%20Data%20Analysis%20Project/iPhone%20Data%20Analysis%20Mini%20Project.ipynb)
* 2. Python Basics
* [Python Basics](Tutorials/Python_Data_Engineering/2.%20Python%20Basics/Python%20Basics.ipynb)
* [Untitled](Tutorials/Python_Data_Engineering/2.%20Python%20Basics/Untitled.ipynb)
* 3. Python Intermediate
* [Intermediate - Functions And Oops](Tutorials/Python_Data_Engineering/3.%20Python%20Intermediate/Intermediate%20-%20Functions%20and%20OOPS.ipynb)
* 4. Python Advance
* [Numpy Basics](Tutorials/Python_Data_Engineering/4.%20Python%20Advance/Numpy%20Basics.ipynb)
* [Pandas Basics](Tutorials/Python_Data_Engineering/4.%20Python%20Advance/Pandas%20Basics.ipynb)
* 5. Python For Data Engineering
* [5.1 Working With Date & Time](Tutorials/Python_Data_Engineering/5.%20Python%20for%20Data%20Engineering/5.1%20Working%20with%20date%20&%20time.ipynb)
* [5.2 Working With File Formats](Tutorials/Python_Data_Engineering/5.%20Python%20for%20Data%20Engineering/5.2%20Working%20with%20file%20formats.ipynb)
* 6. End-To-End Data Pipeline Project
* [Spotify Data Pipeline Project](Tutorials/Python_Data_Engineering/6.%20End-To-End%20Data%20Pipeline%20Project/Spotify%20Data%20Pipeline%20Project.ipynb)
* [Spotify Api Data Extract](Tutorials/Python_Data_Engineering/6.%20End-To-End%20Data%20Pipeline%20Project/spotify_api_data_extract.py)
* [Spotify Transformation Load Function](Tutorials/Python_Data_Engineering/6.%20End-To-End%20Data%20Pipeline%20Project/spotify_transformation_load_function.py)

## Video Processing
* Online Video Editor
* [Edits](Video%20Processing/Online%20Video%20Editor/edits.py)
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63 changes: 63 additions & 0 deletions Tutorials/Python_Data_Engineering/1. iPhone Data Analysis Project/Data/apple_products.csv
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Product Name,Product URL,Brand,Sale Price,Mrp,Discount Percentage,Number Of Ratings,Number Of Reviews,Upc,Star Rating,Ram
"APPLE iPhone 8 Plus (Gold, 64 GB)",https://www.flipkart.com/apple-iphone-8-plus-gold-64-gb/p/itmexrgvuzgzttzh?pid=MOBEXRGV7EHHTGUH,Apple,49900,49900,0,3431,356,MOBEXRGV7EHHTGUH,4.6,2 GB
"APPLE iPhone 8 Plus (Space Grey, 256 GB)",https://www.flipkart.com/apple-iphone-8-plus-space-grey-256-gb/p/itmexrgvzkbyqgtf?pid=MOBEXRGVAC6TJT4F,Apple,84900,84900,0,3431,356,MOBEXRGVAC6TJT4F,4.6,2 GB
"APPLE iPhone 8 Plus (Silver, 256 GB)",https://www.flipkart.com/apple-iphone-8-plus-silver-256-gb/p/itmexrgvxatuyrqw?pid=MOBEXRGVGETABXWZ,Apple,84900,84900,0,3431,356,MOBEXRGVGETABXWZ,4.6,2 GB
"APPLE iPhone 8 (Silver, 256 GB)",https://www.flipkart.com/apple-iphone-8-silver-256-gb/p/itmexrgvae48gzhp?pid=MOBEXRGVMZWUHCBA,Apple,77000,77000,0,11202,794,MOBEXRGVMZWUHCBA,4.5,2 GB
"APPLE iPhone 8 (Gold, 256 GB)",https://www.flipkart.com/apple-iphone-8-gold-256-gb/p/itmexrgv8bvfbzgw?pid=MOBEXRGVPK7PFEJZ,Apple,77000,77000,0,11202,794,MOBEXRGVPK7PFEJZ,4.5,2 GB
"APPLE iPhone 8 Plus (Silver, 64 GB)",https://www.flipkart.com/apple-iphone-8-plus-silver-64-gb/p/itmexrgv7yfjbryy?pid=MOBEXRGVQGYYP8FV,Apple,49900,49900,0,3431,356,MOBEXRGVQGYYP8FV,4.6,2 GB
"APPLE iPhone 8 Plus (Space Grey, 64 GB)",https://www.flipkart.com/apple-iphone-8-plus-space-grey-64-gb/p/itmexrgvehtzhh9v?pid=MOBEXRGVQKBREZP8,Apple,49900,49900,0,3431,356,MOBEXRGVQKBREZP8,4.6,2 GB
"APPLE iPhone 8 (Space Grey, 256 GB)",https://www.flipkart.com/apple-iphone-8-space-grey-256-gb/p/itmexrgvypzqw6df?pid=MOBEXRGVZFZGZEWV,Apple,77000,77000,0,11202,794,MOBEXRGVZFZGZEWV,4.5,2 GB
"APPLE iPhone XS Max (Silver, 64 GB)",https://www.flipkart.com/apple-iphone-xs-max-silver-64-gb/p/itmf944ehzsh7emx?pid=MOBF944E2XAHW8V5,Apple,89900,89900,0,1454,149,MOBF944E2XAHW8V5,4.6,4 GB
"Apple iPhone XR ((PRODUCT)RED, 128 GB) (Includes EarPods, Power Adapter)",https://www.flipkart.com/apple-iphone-xr-product-red-128-gb-includes-earpods-power-adapter/p/itmf9z7zbkvjzegf?pid=MOBF9Z7ZHQC23PWQ,Apple,41999,52900,20,79512,6796,MOBF9Z7ZHQC23PWQ,4.6,4 GB
"Apple iPhone XR (Black, 64 GB) (Includes EarPods, Power Adapter)",https://www.flipkart.com/apple-iphone-xr-black-64-gb-includes-earpods-power-adapter/p/itmf9z7zxu4uqyz2?pid=MOBF9Z7ZPHGV4GNH,Apple,39999,47900,16,79512,6796,MOBF9Z7ZPHGV4GNH,4.6,4 GB
"Apple iPhone XR (Coral, 128 GB) (Includes EarPods, Power Adapter)",https://www.flipkart.com/apple-iphone-xr-coral-128-gb-includes-earpods-power-adapter/p/itmf9z7zgxx5wgez?pid=MOBF9Z7ZS6GF5UAP,Apple,41999,52900,20,79582,6804,MOBF9Z7ZS6GF5UAP,4.6,4 GB
"Apple iPhone XR (Black, 128 GB) (Includes EarPods, Power Adapter)",https://www.flipkart.com/apple-iphone-xr-black-128-gb-includes-earpods-power-adapter/p/itmf9z7zhdgzwmzm?pid=MOBF9Z7ZYWNFGZUC,Apple,41999,52900,20,79512,6796,MOBF9Z7ZYWNFGZUC,4.6,3 GB
"Apple iPhone XR (White, 128 GB) (Includes EarPods, Power Adapter)",https://www.flipkart.com/apple-iphone-xr-white-128-gb-includes-earpods-power-adapter/p/itmf9z7zrz4tbhwm?pid=MOBF9Z7ZZY3HCDZZ,Apple,41999,52900,20,79512,6796,MOBF9Z7ZZY3HCDZZ,4.6,4 GB
"APPLE iPhone 11 Pro Max (Gold, 256 GB)",https://www.flipkart.com/apple-iphone-11-pro-max-gold-256-gb/p/itm94c6536eefc46?pid=MOBFKCTS7HCHSPFH,Apple,131900,131900,0,1078,101,MOBFKCTS7HCHSPFH,4.7,4 GB
"APPLE iPhone 11 Pro Max (Gold, 64 GB)",https://www.flipkart.com/apple-iphone-11-pro-max-gold-64-gb/p/itm6ef18218efdf6?pid=MOBFKCTSAPAYNSGG,Apple,117100,117100,0,1078,101,MOBFKCTSAPAYNSGG,4.7,4 GB
"APPLE iPhone 11 Pro Max (Midnight Green, 256 GB)",https://www.flipkart.com/apple-iphone-11-pro-max-midnight-green-256-gb/p/itm68e0db18f9ecc?pid=MOBFKCTSCAAKGQV7,Apple,131900,131900,0,1078,101,MOBFKCTSCAAKGQV7,4.7,4 GB
"APPLE iPhone 11 Pro Max (Space Grey, 64 GB)",https://www.flipkart.com/apple-iphone-11-pro-max-space-grey-64-gb/p/itme0101031155f8?pid=MOBFKCTSKDMKCGQS,Apple,117100,117100,0,1078,101,MOBFKCTSKDMKCGQS,4.7,4 GB
"APPLE iPhone 11 Pro (Midnight Green, 64 GB)",https://www.flipkart.com/apple-iphone-11-pro-midnight-green-64-gb/p/itm471de0d2e8474?pid=MOBFKCTSN3TG3RFJ,Apple,74999,106600,29,7088,523,MOBFKCTSN3TG3RFJ,4.6,4 GB
"APPLE iPhone 11 Pro (Space Grey, 512 GB)",https://www.flipkart.com/apple-iphone-11-pro-space-grey-512-gb/p/itmcd1f0ddbf1c21?pid=MOBFKCTSRTHRQTFT,Apple,117900,140300,15,7088,523,MOBFKCTSRTHRQTFT,4.6,4 GB
"APPLE iPhone 11 Pro Max (Midnight Green, 64 GB)",https://www.flipkart.com/apple-iphone-11-pro-max-midnight-green-64-gb/p/itmab1763b5ca244?pid=MOBFKCTSRYPAQNYT,Apple,117100,117100,0,1078,101,MOBFKCTSRYPAQNYT,4.7,4 GB
"APPLE iPhone 11 Pro (Midnight Green, 512 GB)",https://www.flipkart.com/apple-iphone-11-pro-midnight-green-512-gb/p/itm0bdd954387ca9?pid=MOBFKCTSSJCWYGCC,Apple,117900,140300,15,7088,523,MOBFKCTSSJCWYGCC,4.6,4 GB
"APPLE iPhone 11 Pro (Space Grey, 256 GB)",https://www.flipkart.com/apple-iphone-11-pro-space-grey-256-gb/p/itmbecef22a95790?pid=MOBFKCTSWGYSAS9X,Apple,99900,121300,17,7081,522,MOBFKCTSWGYSAS9X,4.6,4 GB
"Apple iPhone SE (White, 256 GB) (Includes EarPods, Power Adapter)",https://www.flipkart.com/apple-iphone-se-white-256-gb-includes-earpods-power-adapter/p/itm4d73793c30c4c?pid=MOBFRFXHPZCHAPEH,Apple,44999,54900,18,95909,8161,MOBFRFXHPZCHAPEH,4.5,2 GB
"APPLE iPhone 12 Pro (Silver, 512 GB)",https://www.flipkart.com/apple-iphone-12-pro-silver-512-gb/p/itm0ccf9fc219a71?pid=MOBFWBYZ5UY6ZBVA,Apple,140900,149900,6,542,42,MOBFWBYZ5UY6ZBVA,4.5,4 GB
"APPLE iPhone 12 Pro Max (Pacific Blue, 256 GB)",https://www.flipkart.com/apple-iphone-12-pro-max-pacific-blue-256-gb/p/itm3a0860c94250e?pid=MOBFWBYZ8STJXCVT,Apple,130900,139900,6,580,45,MOBFWBYZ8STJXCVT,4.6,6 GB
"APPLE iPhone 12 Mini (White, 128 GB)",https://www.flipkart.com/apple-iphone-12-mini-white-128-gb/p/itm9098fa76548ba?pid=MOBFWBYZAGXJRDGB,Apple,64900,74900,13,740,64,MOBFWBYZAGXJRDGB,4.5,4 GB
"APPLE iPhone 12 Pro (Graphite, 256 GB)",https://www.flipkart.com/apple-iphone-12-pro-graphite-256-gb/p/itm4fa4da575698c?pid=MOBFWBYZBA36UB7G,Apple,120900,129900,6,545,42,MOBFWBYZBA36UB7G,4.5,6 GB
"APPLE iPhone 12 Mini (White, 64 GB)",https://www.flipkart.com/apple-iphone-12-mini-white-64-gb/p/itmf3b16d1640898?pid=MOBFWBYZBH4CEC4C,Apple,59900,69900,14,740,64,MOBFWBYZBH4CEC4C,4.5,4 GB
"APPLE iPhone 12 (White, 128 GB)",https://www.flipkart.com/apple-iphone-12-white-128-gb/p/itm95393f4c6cc59?pid=MOBFWBYZBTZFGJF9,Apple,75900,84900,10,2101,180,MOBFWBYZBTZFGJF9,4.6,6 GB
"APPLE iPhone 12 Pro (Graphite, 128 GB)",https://www.flipkart.com/apple-iphone-12-pro-graphite-128-gb/p/itm03e5f2595d843?pid=MOBFWBYZBZ7Y56WD,Apple,110900,119900,7,545,42,MOBFWBYZBZ7Y56WD,4.5,6 GB
"APPLE iPhone 12 Pro Max (Graphite, 256 GB)",https://www.flipkart.com/apple-iphone-12-pro-max-graphite-256-gb/p/itm8dbdf0b986725?pid=MOBFWBYZEF6XQ5ZW,Apple,130900,139900,6,580,45,MOBFWBYZEF6XQ5ZW,4.6,6 GB
"APPLE iPhone 12 Pro Max (Graphite, 128 GB)",https://www.flipkart.com/apple-iphone-12-pro-max-graphite-128-gb/p/itm973c298184f51?pid=MOBFWBYZFDGQSDWS,Apple,120900,129900,6,580,45,MOBFWBYZFDGQSDWS,4.6,6 GB
"APPLE iPhone 12 Mini (Black, 128 GB)",https://www.flipkart.com/apple-iphone-12-mini-black-128-gb/p/itm0eb512c195bdf?pid=MOBFWBYZH2AMPNPD,Apple,64900,74900,13,730,63,MOBFWBYZH2AMPNPD,4.5,4 GB
"APPLE iPhone 12 Mini (Blue, 128 GB)",https://www.flipkart.com/apple-iphone-12-mini-blue-128-gb/p/itm9b6cdec9700ee?pid=MOBFWBYZHU58PHCZ,Apple,64900,74900,13,730,63,MOBFWBYZHU58PHCZ,4.5,4 GB
"APPLE iPhone 12 (Black, 128 GB)",https://www.flipkart.com/apple-iphone-12-black-128-gb/p/itmf1f0a58f1ecd7?pid=MOBFWBYZK3HACR72,Apple,75900,84900,10,2101,180,MOBFWBYZK3HACR72,4.6,6 GB
"APPLE iPhone 12 (Blue, 128 GB)",https://www.flipkart.com/apple-iphone-12-blue-128-gb/p/itm02853ae92e90a?pid=MOBFWBYZKPTZF9VG,Apple,75900,84900,10,2101,180,MOBFWBYZKPTZF9VG,4.6,6 GB
"APPLE iPhone 12 Pro Max (Silver, 128 GB)",https://www.flipkart.com/apple-iphone-12-pro-max-silver-128-gb/p/itm5a51ba742a17e?pid=MOBFWBYZNSNVGGZC,Apple,120900,129900,6,580,45,MOBFWBYZNSNVGGZC,4.6,6 GB
"APPLE iPhone 12 Mini (Red, 64 GB)",https://www.flipkart.com/apple-iphone-12-mini-red-64-gb/p/itm255dd64643767?pid=MOBFWBYZNVWGWN2U,Apple,59900,69900,14,740,64,MOBFWBYZNVWGWN2U,4.5,6 GB
"APPLE iPhone 12 Pro Max (Gold, 128 GB)",https://www.flipkart.com/apple-iphone-12-pro-max-gold-128-gb/p/itme3ae592065711?pid=MOBFWBYZQVKT77YH,Apple,120900,129900,6,580,45,MOBFWBYZQVKT77YH,4.6,6 GB
"APPLE iPhone 12 (Green, 128 GB)",https://www.flipkart.com/apple-iphone-12-green-128-gb/p/itm4e0a120f7d9c4?pid=MOBFWBYZQXUEHF48,Apple,75900,84900,10,2092,178,MOBFWBYZQXUEHF48,4.6,6 GB
"APPLE iPhone 12 Pro (Pacific Blue, 512 GB)",https://www.flipkart.com/apple-iphone-12-pro-pacific-blue-512-gb/p/itm8a39d6779b04e?pid=MOBFWBYZTHSXKMGW,Apple,140900,149900,6,545,42,MOBFWBYZTHSXKMGW,4.5,4 GB
"APPLE iPhone 12 (White, 64 GB)",https://www.flipkart.com/apple-iphone-12-white-64-gb/p/itm8b88bdc03cd79?pid=MOBFWBYZTK33MBG9,Apple,70900,79900,11,2101,180,MOBFWBYZTK33MBG9,4.6,6 GB
"APPLE iPhone 12 (Black, 64 GB)",https://www.flipkart.com/apple-iphone-12-black-64-gb/p/itma2559422bf7c7?pid=MOBFWBYZU5FWK2VP,Apple,70900,79900,11,2092,178,MOBFWBYZU5FWK2VP,4.6,6 GB
"APPLE iPhone 12 (Red, 128 GB)",https://www.flipkart.com/apple-iphone-12-red-128-gb/p/itma7bd86885ed98?pid=MOBFWBYZUHPFWQRD,Apple,75900,84900,10,2101,180,MOBFWBYZUHPFWQRD,4.6,6 GB
"APPLE iPhone 12 Mini (Black, 64 GB)",https://www.flipkart.com/apple-iphone-12-mini-black-64-gb/p/itm38b727191eb08?pid=MOBFWBYZXSEGBS6F,Apple,59900,69900,14,740,64,MOBFWBYZXSEGBS6F,4.5,4 GB
"APPLE iPhone 12 Pro (Pacific Blue, 128 GB)",https://www.flipkart.com/apple-iphone-12-pro-pacific-blue-128-gb/p/itm97c833296c221?pid=MOBFWBYZXYSCEEEH,Apple,110900,119900,7,545,42,MOBFWBYZXYSCEEEH,4.5,6 GB
"APPLE iPhone 12 Pro Max (Pacific Blue, 128 GB)",https://www.flipkart.com/apple-iphone-12-pro-max-pacific-blue-128-gb/p/itmd89812b558a03?pid=MOBFWBYZZABKHZQA,Apple,120900,129900,6,580,45,MOBFWBYZZABKHZQA,4.6,6 GB
"APPLE iPhone 12 Pro Max (Silver, 256 GB)",https://www.flipkart.com/apple-iphone-12-pro-max-silver-256-gb/p/itm30faf74442adb?pid=MOBFWBYZZH4AM8FE,Apple,130900,139900,6,580,45,MOBFWBYZZH4AM8FE,4.6,6 GB
"APPLE iPhone 12 Pro Max (Gold, 256 GB)",https://www.flipkart.com/apple-iphone-12-pro-max-gold-256-gb/p/itm1e0354f5bbc8c?pid=MOBFWBYZZPW8JHQF,Apple,130900,139900,6,580,45,MOBFWBYZZPW8JHQF,4.6,6 GB
"APPLE iPhone 11 (White, 128 GB)",https://www.flipkart.com/apple-iphone-11-white-128-gb/p/itme32df47ea6742?pid=MOBFWQ6B7KKRXDDS,Apple,54999,59900,8,43707,3357,MOBFWQ6B7KKRXDDS,4.6,4 GB
"APPLE iPhone 11 (Red, 128 GB)",https://www.flipkart.com/apple-iphone-11-red-128-gb/p/itm8d14bd0e33a1c?pid=MOBFWQ6BEZTNK59G,Apple,54999,59900,8,43707,3357,MOBFWQ6BEZTNK59G,4.6,4 GB
"APPLE iPhone SE (White, 64 GB)",https://www.flipkart.com/apple-iphone-se-white-64-gb/p/itma00a19e11c81b?pid=MOBFWQ6BGWDVGF3E,Apple,29999,39900,24,95807,8154,MOBFWQ6BGWDVGF3E,4.5,2 GB
"APPLE iPhone SE (Black, 128 GB)",https://www.flipkart.com/apple-iphone-se-black-128-gb/p/itma9285ccc6af28?pid=MOBFWQ6BHUEVZPXD,Apple,34999,44900,22,95909,8161,MOBFWQ6BHUEVZPXD,4.5,2 GB
"APPLE iPhone SE (White, 128 GB)",https://www.flipkart.com/apple-iphone-se-white-128-gb/p/itmc2a0f593a4ad8?pid=MOBFWQ6BJEHMUUZY,Apple,34999,44900,22,95807,8154,MOBFWQ6BJEHMUUZY,4.5,2 GB
"APPLE iPhone SE (Red, 128 GB)",https://www.flipkart.com/apple-iphone-se-red-128-gb/p/itma4202509da171?pid=MOBFWQ6BJTVFKPEJ,Apple,34999,44900,22,95909,8161,MOBFWQ6BJTVFKPEJ,4.5,2 GB
"APPLE iPhone 11 (Black, 128 GB)",https://www.flipkart.com/apple-iphone-11-black-128-gb/p/itm8244e8d955aba?pid=MOBFWQ6BKRYBP5X8,Apple,54999,59900,8,43470,3331,MOBFWQ6BKRYBP5X8,4.6,4 GB
"APPLE iPhone SE (Black, 64 GB)",https://www.flipkart.com/apple-iphone-se-black-64-gb/p/itm4d3d5718a5c95?pid=MOBFWQ6BR3MK7AUG,Apple,29999,39900,24,95909,8161,MOBFWQ6BR3MK7AUG,4.5,4 GB
"APPLE iPhone 11 (Purple, 64 GB)",https://www.flipkart.com/apple-iphone-11-purple-64-gb/p/itm2b8d03427ddac?pid=MOBFWQ6BTFFJKGKE,Apple,46999,54900,14,43470,3331,MOBFWQ6BTFFJKGKE,4.6,4 GB
"APPLE iPhone 11 (White, 64 GB)",https://www.flipkart.com/apple-iphone-11-white-64-gb/p/itmfc6a7091eb20b?pid=MOBFWQ6BVWVEH3XE,Apple,46999,54900,14,43470,3331,MOBFWQ6BVWVEH3XE,4.6,4 GB
"APPLE iPhone 11 (Black, 64 GB)",https://www.flipkart.com/apple-iphone-11-black-64-gb/p/itm4e5041ba101fd?pid=MOBFWQ6BXGJCEYNY,Apple,46999,54900,14,43470,3331,MOBFWQ6BXGJCEYNY,4.6,4 GB
"APPLE iPhone 11 (Red, 64 GB)",https://www.flipkart.com/apple-iphone-11-red-64-gb/p/itmc3935326f2feb?pid=MOBFWQ6BYYV3FCU7,Apple,46999,54900,14,43470,3331,MOBFWQ6BYYV3FCU7,4.6,4 GB
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