[學習資源] 莫煩 Python:Python 與 機器學習的免費影音教學網站(簡中)
網站總網址: https://is.gd/yknI1f
--------(本文開始)--------
大家好!前幾天分享了我製作的「機器學習」課程的第一章講義,有一些朋友詢問,有沒有值得推薦的機器學習網站?最好還是中文、免費的?
哈哈~雖然大家提出的要求,有時候會讓我去扶額頭上的三條線,不過我還是很努力地幫各位找到一個包含「Python」、「機器學習」的影音教學網站。而且還是講中文、免費的!那就是「莫煩 Python」這個網站。
這個網站的總網址,我已經提供在最上面了( https://is.gd/yknI1f )。底下我會講一大堆網址,不過都可以從上述總網址存取得到。我提供一堆網址的原因,就只是帶大家逛一圈這個網站而已。
首先,作為程式開發的作業系統,Linux 是最棒的了!不僅完全免費,而且資源豐富。一些軟體,只要打開命令列視窗,輸入「sudo apt-get install 軟體名稱」,不一會兒,它就裝好了。連「下一步、下一步...」都不用按!可惜很多朋友聽到要用命令列視窗,就退三步不想用。太可惜了!莫煩 Python 這個網站幫大家準備了 Linux 的簡易教學課程。全程都有影片,講中文。各位可以參考這裡:
https://is.gd/HVYpqM
再來,很多人都想學習原始碼版本控管軟體 Git,這邊也有完整的影音教學:
https://is.gd/V40jlO
接下來就是 Python 這個語言的學習了。這個網站也提供了「基礎」、「多工」、「視窗程式設計」三個主題的 Python 語法教學。算得上是相當全面的學習資源了:
https://is.gd/X7T8E9
其次,想學機器學習,一定得有訓練機器學習模型的資料,以及熟練機器學習三大函式庫:NumPy、Pandas、Matplotlib。所以,底下這個網頁,會完整幫您打好機器學習的基礎知識:
https://is.gd/7IWHLL
最後,就是大家想學的機器學習。網址在這裡:
https://is.gd/bitBnm
不過它排列的順序有點亂。我會推薦大家用以下的順序來學:
1. 機器學習通用:SciKit-Learn ( https://is.gd/0OEfaQ )
2. 有趣的機器學習 ( https://is.gd/Betq11 )
3. 強化學習 Reinforcement Learning ( https://is.gd/SgBW9v )
4. 從頭開始實踐機器學習 ( https://is.gd/PTqX7p )
5. 神經網絡:TensorFlow( https://is.gd/tjKAph )
6. 神經網絡:PyTorch( https://is.gd/TS3Yvb )
7. 神經網絡:Theano( https://is.gd/By7QiB )
8. 神經網絡:Keras( https://is.gd/bsGYaW )
最後,幫大家整理一下,我認為這個網站最佳的學習順序:
Part 1. 程式設計工具
1. Linux 作業系統: https://is.gd/HVYpqM
2. Git 原始碼版本控管工具: https://is.gd/V40jlO
Part 2. Python 語言
1. 基礎語法: https://is.gd/DqjjVr
2. 多工(Multi-threading): https://is.gd/LoBUm1
3. 多工(Multi-Processing): https://is.gd/Gr8fKf
4. 圖形使用者介面(GUI)程式設計--使用 tkinter: https://is.gd/06oUHz
Part 3. 資料收集&處理
1. NumPy & Pandas: https://is.gd/sToqS9
2. MatPlotLib: https://is.gd/ZWUw0T
3. 網路爬蟲: https://is.gd/Zf6uPv
Part 4. 機器學習
1. 機器學習通用:SciKit-Learn: https://is.gd/0OEfaQ
2. 有趣的機器學習: https://is.gd/Betq11
3. 強化學習 Reinforcement Learning: https://is.gd/SgBW9v
4. 從頭開始實踐機器學習: https://is.gd/PTqX7p
5. 神經網絡:TensorFlow: https://is.gd/tjKAph
6. 神經網絡:PyTorch: https://is.gd/TS3Yvb
7. 神經網絡:Theano: https://is.gd/By7QiB
8. 神經網絡:Keras: https://is.gd/bsGYaW
另外,可以考慮我在 YOTTA 平台開設的 Python 線上學習課程。一門課程,除了 Python 基礎語法外,還包含「計算機概論」、「Git & GitHub」等主題。目前獲得 15 位同學評價,一律評等為 5 星!希望大家喜歡!課程首頁在此:
https://is.gd/nF4yBi
希望大家喜歡今天的分享!請大家多多按讚鼓勵、轉發分享。或追蹤我的 FB、YouTube、以及 Instagram 喔~
---------------
Facebook 粉絲頁(歡迎追蹤): https://goo.gl/N1z9JB
YouTube 頻道(歡迎訂閱): https://goo.gl/pQsdCt
Instagram 日常生活: https://goo.gl/nBHzXC
同時也有6部Youtube影片,追蹤數超過7萬的網紅Elaine Hau,也在其Youtube影片中提到,Please check out my business Luxury Fashion Rentals, a luxury handbag rental e-commerce website: https://luxuryfashionrentals.com 中文字幕請打開[字幕](右下方):) ...
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threading 中文 在 紀老師程式教學網 Facebook 的最佳解答
[學習資源] 莫煩 Python:Python 與 機器學習的免費影音教學網站(簡中)
網站總網址: https://is.gd/yknI1f
-\-\-\-\-\-\-\-\(本文開始)-\-\-\-\-\-\-\-\
大家好!前幾天分享了我製作的「機器學習」課程的第一章講義,有一些朋友詢問,有沒有值得推薦的機器學習網站?最好還是中文、免費的?
哈哈~雖然大家提出的要求,有時候會讓我去扶額頭上的三條線,不過我還是很努力地幫各位找到一個包含「Python」、「機器學習」的影音教學網站。而且還是講中文、免費的!那就是「莫煩 Python」這個網站。
這個網站的總網址,我已經提供在最上面了( https://is.gd/yknI1f )。底下我會講一大堆網址,不過都可以從上述總網址存取得到。我提供一堆網址的原因,就只是帶大家逛一圈這個網站而已。
首先,作為程式開發的作業系統,Linux 是最棒的了!不僅完全免費,而且資源豐富。一些軟體,只要打開命令列視窗,輸入「sudo apt-get install 軟體名稱」,不一會兒,它就裝好了。連「下一步、下一步...」都不用按!可惜很多朋友聽到要用命令列視窗,就退三步不想用。太可惜了!莫煩 Python 這個網站幫大家準備了 Linux 的簡易教學課程。全程都有影片,講中文。各位可以參考這裡:
https://is.gd/HVYpqM
再來,很多人都想學習原始碼版本控管軟體 Git,這邊也有完整的影音教學:
https://is.gd/V40jlO
接下來就是 Python 這個語言的學習了。這個網站也提供了「基礎」、「多工」、「視窗程式設計」三個主題的 Python 語法教學。算得上是相當全面的學習資源了:
https://is.gd/X7T8E9
其次,想學機器學習,一定得有訓練機器學習模型的資料,以及熟練機器學習三大函式庫:NumPy、Pandas、Matplotlib。所以,底下這個網頁,會完整幫您打好機器學習的基礎知識:
https://is.gd/7IWHLL
最後,就是大家想學的機器學習。網址在這裡:
https://is.gd/bitBnm
不過它排列的順序有點亂。我會推薦大家用以下的順序來學:
1. 機器學習通用:SciKit-Learn ( https://is.gd/0OEfaQ )
2. 有趣的機器學習 ( https://is.gd/Betq11 )
3. 強化學習 Reinforcement Learning ( https://is.gd/SgBW9v )
4. 從頭開始實踐機器學習 ( https://is.gd/PTqX7p )
5. 神經網絡:TensorFlow( https://is.gd/tjKAph )
6. 神經網絡:PyTorch( https://is.gd/TS3Yvb )
7. 神經網絡:Theano( https://is.gd/By7QiB )
8. 神經網絡:Keras( https://is.gd/bsGYaW )
最後,幫大家整理一下,我認為這個網站最佳的學習順序:
Part 1. 程式設計工具
1. Linux 作業系統: https://is.gd/HVYpqM
2. Git 原始碼版本控管工具: https://is.gd/V40jlO
Part 2. Python 語言
1. 基礎語法: https://is.gd/DqjjVr
2. 多工(Multi-threading): https://is.gd/LoBUm1
3. 多工(Multi-Processing): https://is.gd/Gr8fKf
4. 圖形使用者介面(GUI)程式設計-\-\使用 tkinter: https://is.gd/06oUHz
Part 3. 資料收集&處理
1. NumPy & Pandas: https://is.gd/sToqS9
2. MatPlotLib: https://is.gd/ZWUw0T
3. 網路爬蟲: https://is.gd/Zf6uPv
Part 4. 機器學習
1. 機器學習通用:SciKit-Learn: https://is.gd/0OEfaQ
2. 有趣的機器學習: https://is.gd/Betq11
3. 強化學習 Reinforcement Learning: https://is.gd/SgBW9v
4. 從頭開始實踐機器學習: https://is.gd/PTqX7p
5. 神經網絡:TensorFlow: https://is.gd/tjKAph
6. 神經網絡:PyTorch: https://is.gd/TS3Yvb
7. 神經網絡:Theano: https://is.gd/By7QiB
8. 神經網絡:Keras: https://is.gd/bsGYaW
另外,可以考慮我在 YOTTA 平台開設的 Python 線上學習課程。一門課程,除了 Python 基礎語法外,還包含「計算機概論」、「Git & GitHub」等主題。目前獲得 15 位同學評價,一律評等為 5 星!希望大家喜歡!課程首頁在此:
https://is.gd/nF4yBi
希望大家喜歡今天的分享!請大家多多按讚鼓勵、轉發分享。或追蹤我的 FB、YouTube、以及 Instagram 喔~
-\-\-\-\-\-\-\-\-\-\-\-\-\-\-
Facebook 粉絲頁(歡迎追蹤): https://goo.gl/N1z9JB
YouTube 頻道(歡迎訂閱): https://goo.gl/pQsdCt
Instagram 日常生活: https://goo.gl/nBHzXC
threading 中文 在 Elaine Hau Youtube 的最佳貼文
Please check out my business Luxury Fashion Rentals, a luxury handbag rental e-commerce website: https://luxuryfashionrentals.com
中文字幕請打開[字幕](右下方):)
如果仍然看不到中文字幕,請轉到"設置"(右下方),然後轉到"字幕",然後"自動翻譯",然後點擊"中文"
Please turn on [CC] for English subtitles :)
If you still can't see English subtitles, then go to "Settings", then "Subtitles/CC", then "English"
中文字幕请打开[字幕] (右下方) :)
如果仍然看不到中文字幕,请转到"设置"(右下方),然后转到"字幕",然后"自动翻译",然后点击"中文"
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Body Scrub & Mask - Carol
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**這不是一個贊助的視頻,我用我自己的錢購買的。
**This video is not sponsored. I purchased the items with my own money.
**这不是一个赞助的视频,我用我自己的钱购买的。
感謝您的收看!
Thank you for watching!!
感谢您的收看!
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记得跟随我instagram @littleelainehau
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threading 中文 在 RinRin Doll Youtube 的精選貼文
チャンネル登録 SUBSCRIBE → http://www.youtube.com/subscription_center?add_user=rinrindolly
♡ Wear what makes you happy ♡
♡自分が幸せになる服着よう〜♡
【森の中のお花】白塗りアーティストみのり
Forest Flowers by Shironuri Artist Minori
Coordinate:
Everything remade or handmade by Minori
コーデ:
みのりのリメイクとハンドメイド
Minori:
http://www.minori.co
https://www.instagram.com/minori00mon
https://twitter.com/cute_minori
Cinematographer カメラマン:
Lost Link
https://www.youtube.com/user/rescuetheprincess
★ Captions ★
Submit captions here!
여기에 한국어 자막을 제출!
請提供中文字幕!
★ オススメ動画 Recommended Videos ★
【DIY糸脱毛】安く簡単にセルフ糸脱毛♡!Easy Eyebrow Threading Tutorial!
https://youtu.be/mBMjsoBp2OM
ガーリーな70s OOTD 🌼😊 Girly 70s Lookbook 🌼😊
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RinRin Doll x Vivid Vi Vrant
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************************************
★ Disclaimer ★
This is not a sponsored video.
★ Music ★
A Himitsu - Easier to Fade (feat. Madi Larson)
https://soundcloud.com/a-himitsu
![post-title](https://i.ytimg.com/vi/bMVeMPRlaCQ/hqdefault.jpg)
threading 中文 在 RinRin Doll Youtube 的最佳解答
チャンネル登録 SUBSCRIBE → http://www.youtube.com/subscription_center?add_user=rinrindolly
♡ Wear what makes you happy ♡
♡自分が幸せになる服着よう〜♡
Yukata Street Coordinate:
Set: adidas x OPENING CEREMONY
Over: IKUMI
Shoes: Steve Madden
Ring: Aquvii
浴衣ストリートコーデ :
セットアップ: adidas x OPENING CEREMONY アディダスxオープニングセレモニー
オーバー: IKUMI イクミ
靴: Steve Madden スティーブマーデン
リング: Aquvii アクビ
Cinematographer カメラマン:
Lost Link
https://www.youtube.com/user/rescuetheprincess
Hair color ヘアカラー:
Hair Salon Zeal ヘアサロンジール
http://hairsalonzeal.com
★ Captions ★
Submit captions here!
여기에 한국어 자막을 제출!
請提供中文字幕!
★ オススメ動画 Recommended Videos ★
【DIY糸脱毛】安く簡単にセルフ糸脱毛♡!Easy Eyebrow Threading Tutorial!
https://youtu.be/mBMjsoBp2OM
ガーリーな70s OOTD 🌼😊 Girly 70s Lookbook 🌼😊
https://youtu.be/QhCilh7aZk0
★ RinRin Doll LINEスタンプ ★
http://line.me/S/sticker/1229244
★ RinRin Doll コラボ ★
RinRin Doll x galaxxxy
http://galaxxxy.joe-inter.co.jp/?mode=grp&gid=1299720&sort=n
RinRin Doll x Vivid Vi Vrant
http://vvv.fashionstore.jp/items/675126
http://vvv.fashionstore.jp/items/675125
★ FOLLOW ME ★
http://www.rinrindoll.com
Instagram:http://instagram.com/rinrindoll
Facebook:https://www.facebook.com/rinrindoll
Twitter:https://twitter.com/rinrin_doll
Snapchat: rinrin_doll
Google+:https://plus.google.com/+rinrindoll
Tumblr:http://rinrindoll.tumblr.com
Ameblo : http://ameblo.jp/angel-rinrin
************************************
★ Disclaimer ★
This is not a sponsored video.
★ Music ★
Nameless Warning - Things in Life
https://soundcloud.com/NamelessWarning
![post-title](https://i.ytimg.com/vi/0ReX5113TSk/hqdefault.jpg)
threading 中文 在 SUPER B_TB-1945_Fork Threading Set (中文) - YouTube 的推薦與評價
![影片讀取中](/images/youtube.png)
Professional designed for cutting new threads ,and chasing existing threads of Fork Thread Set include fork columns that are not chromed. ... <看更多>
threading 中文 在 Search: list | YouTube Data API | Google Developers 的推薦與評價
Returns a collection of search results that match the query parameters specified in the API request. By default, a search result set identifies matching video
, channel
, and playlist
resources, but you can also configure queries to only retrieve a specific type of resource.
Quota impact: A call to this method has a quota cost of 100 units.
Common use cases
Request
HTTP request
GET https://www.googleapis.com/youtube/v3/search
Parameters
The following table lists the parameters that this query supports. All of the parameters listed are query parameters.
Parameters
Required parameters
part
string
The
part
parameter specifies a comma-separated list of one or more search
resource properties that the API response will include. Set the parameter value to snippet
.Filters (specify 0 or 1 of the following parameters)
forContentOwner
boolean
This parameter can only be used in a properly authorized request, and it is intended exclusively for YouTube content partners.
The
forContentOwner
parameter restricts the search to only retrieve videos owned by the content owner identified by the onBehalfOfContentOwner
parameter. If forContentOwner
is set to true, the request must also meet these requirements:The onBehalfOfContentOwner
parameter is required.The user authorizing the request must be using an account linked to the specified content owner.The type
parameter value must be set to video
.None of the following other parameters can be set: videoDefinition
, videoDimension
, videoDuration
, videoEmbeddable
, videoLicense
, videoPaidProductPlacement
, videoSyndicated
, videoType
.forDeveloper
boolean
This parameter can only be used in a properly authorized request. The
forDeveloper
parameter restricts the search to only retrieve videos uploaded via the developer's application or website. The API server uses the request's authorization credentials to identify the developer. The forDeveloper
parameter can be used in conjunction with optional search parameters like the q
parameter.For this feature, each uploaded video is automatically tagged with the project number that is associated with the developer's application in the Google Developers Console.
When a search request subsequently sets the
forDeveloper
parameter to true
, the API server uses the request's authorization credentials to identify the developer. Therefore, a developer can restrict results to videos uploaded through the developer's own app or website but not to videos uploaded through other apps or sites.forMine
boolean
This parameter can only be used in a properly authorized request. The
forMine
parameter restricts the search to only retrieve videos owned by the authenticated user. If you set this parameter to true
, then the type
parameter's value must also be set to video
. In addition, none of the following other parameters can be set in the same request: videoDefinition
, videoDimension
, videoDuration
, videoEmbeddable
, videoLicense
, videoPaidProductPlacement
, videoSyndicated
, videoType
.Optional parameters
channelId
string
The
channelId
parameter indicates that the API response should only contain resources created by the channel. Note: Search results are constrained to a maximum of 500 videos if your request specifies a value for the
channelId
parameter and sets the type
parameter value to video
, but it does not also set one of the forContentOwner
, forDeveloper
, or forMine
filters.channelType
string
The
channelType
parameter lets you restrict a search to a particular type of channel.Acceptable values are:
any
– Return all channels.show
– Only retrieve shows.eventType
string
The
eventType
parameter restricts a search to broadcast events. If you specify a value for this parameter, you must also set the type
parameter's value to video
.Acceptable values are:
completed
– Only include completed broadcasts.live
– Only include active broadcasts.upcoming
– Only include upcoming broadcasts.location
string
The
location
parameter, in conjunction with the locationRadius
parameter, defines a circular geographic area and also restricts a search to videos that specify, in their metadata, a geographic location that falls within that area. The parameter value is a string that specifies latitude/longitude coordinates e.g. (37.42307,-122.08427
).The
location
parameter value identifies the point at the center of the area.The locationRadius
parameter specifies the maximum distance that the location associated with a video can be from that point for the video to still be included in the search results.The API returns an error if your request specifies a value for the location
parameter but does not also specify a value for the locationRadius
parameter.Note: If you specify a value for this parameter, you must also set the
type
parameter's value to video
.locationRadius
string
The
locationRadius
parameter, in conjunction with the location
parameter, defines a circular geographic area.The parameter value must be a floating point number followed by a measurement unit. Valid measurement units are
m
, km
, ft
, and mi
. For example, valid parameter values include 1500m
, 5km
, 10000ft
, and 0.75mi
. The API does not support locationRadius
parameter values larger than 1000 kilometers.Note: See the definition of the
location
parameter for more information.maxResults
unsigned integer
The
maxResults
parameter specifies the maximum number of items that should be returned in the result set. Acceptable values are 0
to 50
, inclusive. The default value is 5
.onBehalfOfContentOwner
string
This parameter can only be used in a properly authorized request. Note: This parameter is intended exclusively for YouTube content partners.
The
onBehalfOfContentOwner
parameter indicates that the request's authorization credentials identify a YouTube CMS user who is acting on behalf of the content owner specified in the parameter value. This parameter is intended for YouTube content partners that own and manage many different YouTube channels. It allows content owners to authenticate once and get access to all their video and channel data, without having to provide authentication credentials for each individual channel. The CMS account that the user authenticates with must be linked to the specified YouTube content owner.order
string
The
order
parameter specifies the method that will be used to order resources in the API response. The default value is relevance
.Acceptable values are:
date
– Resources are sorted in reverse chronological order based on the date they were created.rating
– Resources are sorted from highest to lowest rating.relevance
– Resources are sorted based on their relevance to the search query. This is the default value for this parameter.title
– Resources are sorted alphabetically by title.videoCount
– Channels are sorted in descending order of their number of uploaded videos.viewCount
– Resources are sorted from highest to lowest number of views. For live broadcasts, videos are sorted by number of concurrent viewers while the broadcasts are ongoing.pageToken
string
The
pageToken
parameter identifies a specific page in the result set that should be returned. In an API response, the nextPageToken
and prevPageToken
properties identify other pages that could be retrieved.publishedAfter
datetime
The
publishedAfter
parameter indicates that the API response should only contain resources created at or after the specified time. The value is an RFC 3339 formatted date-time value (1970-01-01T00:00:00Z).publishedBefore
datetime
The
publishedBefore
parameter indicates that the API response should only contain resources created before or at the specified time. The value is an RFC 3339 formatted date-time value (1970-01-01T00:00:00Z).q
string
The
q
parameter specifies the query term to search for.Your request can also use the Boolean NOT (
-
) and OR (|
) operators to exclude videos or to find videos that are associated with one of several search terms. For example, to search for videos matching either "boating" or "sailing", set the q
parameter value to boating|sailing
. Similarly, to search for videos matching either "boating" or "sailing" but not "fishing", set the q
parameter value to boating|sailing -fishing
. Note that the pipe character must be URL-escaped when it is sent in your API request. The URL-escaped value for the pipe character is %7C
.regionCode
string
The
regionCode
parameter instructs the API to return search results for videos that can be viewed in the specified country. The parameter value is an ISO 3166-1 alpha-2 country code.relevanceLanguage
string
The
relevanceLanguage
parameter instructs the API to return search results that are most relevant to the specified language. The parameter value is typically an ISO 639-1 two-letter language code. However, you should use the values zh-Hans
for simplified Chinese and zh-Hant
for traditional Chinese. Please note that results in other languages will still be returned if they are highly relevant to the search query term.safeSearch
string
The
safeSearch
parameter indicates whether the search results should include restricted content as well as standard content.Acceptable values are:
moderate
– YouTube will filter some content from search results and, at the least, will filter content that is restricted in your locale. Based on their content, search results could be removed from search results or demoted in search results. This is the default parameter value.none
– YouTube will not filter the search result set.strict
– YouTube will try to exclude all restricted content from the search result set. Based on their content, search results could be removed from search results or demoted in search results.topicId
string
The
topicId
parameter indicates that the API response should only contain resources associated with the specified topic. The value identifies a Freebase topic ID.Important: Due to the deprecation of Freebase and the Freebase API, the
topicId
parameter started working differently as of February 27, 2017. At that time, YouTube started supporting a small set of curated topic IDs, and you can only use that smaller set of IDs as values for this parameter.See topic IDs supported as of February 15, 2017
Topics
Music topics
/m/04rlf
Music (parent topic)
/m/02mscn
Christian music
/m/0ggq0m
Classical music
/m/01lyv
Country
/m/02lkt
Electronic music
/m/0glt670
Hip hop music
/m/05rwpb
Independent music
/m/03_d0
Jazz
/m/028sqc
Music of Asia
/m/0g293
Music of Latin America
/m/064t9
Pop music
/m/06cqb
Reggae
/m/06j6l
Rhythm and blues
/m/06by7
Rock music
/m/0gywn
Soul music
Gaming topics
/m/0bzvm2
Gaming (parent topic)
/m/025zzc
Action game
/m/02ntfj
Action-adventure game
/m/0b1vjn
Casual game
/m/02hygl
Music video game
/m/04q1x3q
Puzzle video game
/m/01sjng
Racing video game
/m/0403l3g
Role-playing video game
/m/021bp2
Simulation video game
/m/022dc6
Sports game
/m/03hf_rm
Strategy video game
Sports topics
/m/06ntj
Sports (parent topic)
/m/0jm_
American football
/m/018jz
Baseball
/m/018w8
Basketball
/m/01cgz
Boxing
/m/09xp_
Cricket
/m/02vx4
Football
/m/037hz
Golf
/m/03tmr
Ice hockey
/m/01h7lh
Mixed martial arts
/m/0410tth
Motorsport
/m/07bs0
Tennis
/m/07_53
Volleyball
Entertainment topics
/m/02jjt
Entertainment (parent topic)
/m/09kqc
Humor
/m/02vxn
Movies
/m/05qjc
Performing arts
/m/066wd
Professional wrestling
/m/0f2f9
TV shows
Lifestyle topics
/m/019_rr
Lifestyle (parent topic)
/m/032tl
Fashion
/m/027x7n
Fitness
/m/02wbm
Food
/m/03glg
Hobby
/m/068hy
Pets
/m/041xxh
Physical attractiveness [Beauty]
/m/07c1v
Technology
/m/07bxq
Tourism
/m/07yv9
Vehicles
Society topics
/m/098wr
Society (parent topic)
/m/09s1f
Business
/m/0kt51
Health
/m/01h6rj
Military
/m/05qt0
Politics
/m/06bvp
Religion
Other topics
/m/01k8wb
Knowledge
type
string
The
type
parameter restricts a search query to only retrieve a particular type of resource. The value is a comma-separated list of resource types. The default value is video,channel,playlist
.Acceptable values are:
channel
playlist
video
videoCaption
string
The
videoCaption
parameter indicates whether the API should filter video search results based on whether they have captions. If you specify a value for this parameter, you must also set the type
parameter's value to video
.Acceptable values are:
any
– Do not filter results based on caption availability.closedCaption
– Only include videos that have captions.none
– Only include videos that do not have captions.videoCategoryId
string
The
videoCategoryId
parameter filters video search results based on their category. If you specify a value for this parameter, you must also set the type
parameter's value to video
.videoDefinition
string
The
videoDefinition
parameter lets you restrict a search to only include either high definition (HD) or standard definition (SD) videos. HD videos are available for playback in at least 720p, though higher resolutions, like 1080p, might also be available. If you specify a value for this parameter, you must also set the type
parameter's value to video
.Acceptable values are:
any
– Return all videos, regardless of their resolution.high
– Only retrieve HD videos.standard
– Only retrieve videos in standard definition.videoDimension
string
The
videoDimension
parameter lets you restrict a search to only retrieve 2D or 3D videos. If you specify a value for this parameter, you must also set the type
parameter's value to video
.Acceptable values are:
2d
– Restrict search results to exclude 3D videos.3d
– Restrict search results to only include 3D videos.any
– Include both 3D and non-3D videos in returned results. This is the default value.videoDuration
string
The
videoDuration
parameter filters video search results based on their duration. If you specify a value for this parameter, you must also set the type
parameter's value to video
.Acceptable values are:
any
– Do not filter video search results based on their duration. This is the default value.long
– Only include videos longer than 20 minutes.medium
– Only include videos that are between four and 20 minutes long (inclusive).short
– Only include videos that are less than four minutes long.videoEmbeddable
string
The
videoEmbeddable
parameter lets you to restrict a search to only videos that can be embedded into a webpage. If you specify a value for this parameter, you must also set the type
parameter's value to video
.Acceptable values are:
any
– Return all videos, embeddable or not.true
– Only retrieve embeddable videos.videoLicense
string
The
videoLicense
parameter filters search results to only include videos with a particular license. YouTube lets video uploaders choose to attach either the Creative Commons license or the standard YouTube license to each of their videos. If you specify a value for this parameter, you must also set the type
parameter's value to video
.Acceptable values are:
any
– Return all videos, regardless of which license they have, that match the query parameters.creativeCommon
– Only return videos that have a Creative Commons license. Users can reuse videos with this license in other videos that they create. Learn more.youtube
– Only return videos that have the standard YouTube license.videoPaidProductPlacement
string
The
videoPaidProductPlacement
parameter filters search resultsto only include videos that the creator has denoted as having a paid promotion. If you specify
a value for this parameter, you must also set the
type
parameter's value to
video
.Acceptable values are:
any
– Return all videos, regardless of whether they contain paid promotions.true
– Only retrieve videos with paid promotions.videoSyndicated
string
The
videoSyndicated
parameter lets you to restrict a search to only videos that can be played outside youtube.com. If you specify a value for this parameter, you must also set the type
parameter's value to video
.Acceptable values are:
any
– Return all videos, syndicated or not.true
– Only retrieve syndicated videos.videoType
string
The
videoType
parameter lets you restrict a search to a particular type of videos. If you specify a value for this parameter, you must also set the type
parameter's value to video
.Acceptable values are:
any
– Return all videos.episode
– Only retrieve episodes of shows.movie
– Only retrieve movies.Request body
Do not provide a request body when calling this method.
Response
If successful, this method returns a response body with the following structure:
{
"kind": "youtube#searchListResponse",
"etag": etag,
"nextPageToken": string,
"prevPageToken": string,
"regionCode": string,
"pageInfo": {
"totalResults": integer,
"resultsPerPage": integer
},
"items": [
search Resource
]
}
Properties
The following table defines the properties that appear in a search result:
Properties
kind
string
Identifies the API resource's type. The value will be
youtube#searchListResponse
.etag
etag
The Etag of this resource.
nextPageToken
string
The token that can be used as the value of the
pageToken
parameter to retrieve the next page in the result set.prevPageToken
string
The token that can be used as the value of the
pageToken
parameter to retrieve the previous page in the result set.regionCode
string
The region code that was used for the search query. The property value is a two-letter ISO country code that identifies the region. The
i18nRegions.list
method returns a list of supported regions. The default value is US
. If a non-supported region is specified, YouTube might still select another region, rather than the default value, to handle the query.pageInfo
object
The
pageInfo
object encapsulates paging information for the result set.pageInfo.totalResults
integer
The total number of results in the result set.Please note that the value is an approximation and may not represent an exact value. In addition, the maximum value is 1,000,000.
You should not use this value to create pagination links. Instead, use the
nextPageToken
and prevPageToken
property values to determine whether to show pagination links.pageInfo.resultsPerPage
integer
The number of results included in the API response.
items[]
list
A list of results that match the search criteria.
Examples
Note: The following code samples may not represent all supported programming languages. See the client libraries documentation for a list of supported languages.
Apps Script
This function searches for videos related to the keyword 'dogs'. The video IDs and titles of the search results are logged to Apps Script's log.
Note that this sample limits the results to 25. To return more results, pass additional parameters as documented here: https://developers.google.com/youtube/v3/docs/search/list
function searchByKeyword() {
var results = YouTube.Search.list('id,snippet', {q: 'dogs', maxResults: 25}); for(var i in results.items) {
var item = results.items[i];
Logger.log('[%s] Title: %s', item.id.videoId, item.snippet.title);
}
}
Go
This code sample calls the API's
search.list
method to retrieve search results associatedwith a particular keyword.
This example uses the Go client library.
package mainimport (
"flag"
"fmt"
"log"
"net/http" "google.golang.org/api/googleapi/transport"
"google.golang.org/api/youtube/v3"
)var (
query = flag.String("query", "Google", "Search term")
maxResults = flag.Int64("max-results", 25, "Max YouTube results")
)const developerKey = "YOUR DEVELOPER KEY"func main() {
flag.Parse() client := &http.Client{
Transport: &transport.APIKey{Key: developerKey},
} service, err := youtube.New(client)
if err != nil {
log.Fatalf("Error creating new YouTube client: %v", err)
} // Make the API call to YouTube.
call := service.Search.List("id,snippet").
Q(*query).
MaxResults(*maxResults)
response, err := call.Do()
handleError(err, "") // Group video, channel, and playlist results in separate lists.
videos := make(map[string]string)
channels := make(map[string]string)
playlists := make(map[string]string) // Iterate through each item and add it to the correct list.
for _, item := range response.Items {
switch item.Id.Kind {
case "youtube#video":
videos[item.Id.VideoId] = item.Snippet.Title
case "youtube#channel":
channels[item.Id.ChannelId] = item.Snippet.Title
case "youtube#playlist":
playlists[item.Id.PlaylistId] = item.Snippet.Title
}
} printIDs("Videos", videos)
printIDs("Channels", channels)
printIDs("Playlists", playlists)
}// Print the ID and title of each result in a list as well as a name that
// identifies the list. For example, print the word section name "Videos"
// above a list of video search results, followed by the video ID and title
// of each matching video.
func printIDs(sectionName string, matches map[string]string) {
fmt.Printf("%v:\n", sectionName)
for id, title := range matches {
fmt.Printf("[%v] %v\n", id, title)
}
fmt.Printf("\n\n")
}
.NET
The following code sample calls the API's
search.list
method to retrieve search resultsassociated with a particular keyword.
This example uses the .NET client library.
using System;
using System.Collections.Generic;
using System.IO;
using System.Reflection;
using System.Threading;
using System.Threading.Tasks;using Google.Apis.Auth.OAuth2;
using Google.Apis.Services;
using Google.Apis.Upload;
using Google.Apis.Util.Store;
using Google.Apis.YouTube.v3;
using Google.Apis.YouTube.v3.Data;namespace Google.Apis.YouTube.Samples
{
/// <summary>
/// YouTube Data API v3 sample: search by keyword.
/// Relies on the Google APIs Client Library for .NET, v1.7.0 or higher.
/// See https://developers.google.com/api-client-library/dotnet/get_started
///
/// Set ApiKey to the API key value from the APIs & auth > Registered apps tab of
/// https://cloud.google.com/console
/// Please ensure that you have enabled the YouTube Data API for your project.
/// </summary>
internal class Search
{
[STAThread]
static void Main(string[] args)
{
Console.WriteLine("YouTube Data API: Search");
Console.WriteLine("========================"); try
{
new Search().Run().Wait();
}
catch (AggregateException ex)
{
foreach (var e in ex.InnerExceptions)
{
Console.WriteLine("Error: " + e.Message);
}
} Console.WriteLine("Press any key to continue...");
Console.ReadKey();
} private async Task Run()
{
var youtubeService = new YouTubeService(new BaseClientService.Initializer()
{
ApiKey = "REPLACE_ME",
ApplicationName = this.GetType().ToString()
}); var searchListRequest = youtubeService.Search.List("snippet");
searchListRequest.Q = "Google"; // Replace with your search term.
searchListRequest.MaxResults = 50; // Call the search.list method to retrieve results matching the specified query term.
var searchListResponse = await searchListRequest.ExecuteAsync(); List<string> videos = new List<string>();
List<string> channels = new List<string>();
List<string> playlists = new List<string>(); // Add each result to the appropriate list, and then display the lists of
// matching videos, channels, and playlists.
foreach (var searchResult in searchListResponse.Items)
{
switch (searchResult.Id.Kind)
{
case "youtube#video":
videos.Add(String.Format("{0} ({1})", searchResult.Snippet.Title, searchResult.Id.VideoId));
break; case "youtube#channel":
channels.Add(String.Format("{0} ({1})", searchResult.Snippet.Title, searchResult.Id.ChannelId));
break; case "youtube#playlist":
playlists.Add(String.Format("{0} ({1})", searchResult.Snippet.Title, searchResult.Id.PlaylistId));
break;
}
} Console.WriteLine(String.Format("Videos:\n{0}\n", string.Join("\n", videos)));
Console.WriteLine(String.Format("Channels:\n{0}\n", string.Join("\n", channels)));
Console.WriteLine(String.Format("Playlists:\n{0}\n", string.Join("\n", playlists)));
}
}
}
Ruby
This sample calls the API's
search.list
method to retrieve search resultsassociated with a particular keyword.
This example uses the Ruby client library.
#!/usr/bin/rubyrequire 'rubygems'
gem 'google-api-client', '>0.7'
require 'google/api_client'
require 'trollop'# Set DEVELOPER_KEY to the API key value from the APIs & auth > Credentials
# tab of
# {{ Google Cloud Console }} <{{ https://cloud.google.com/console }}>
# Please ensure that you have enabled the YouTube Data API for your project.
DEVELOPER_KEY = 'REPLACE_ME'
YOUTUBE_API_SERVICE_NAME = 'youtube'
YOUTUBE_API_VERSION = 'v3'def get_service
client = Google::APIClient.new(
:key => DEVELOPER_KEY,
:authorization => nil,
:application_name => $PROGRAM_NAME,
:application_version => '1.0.0'
)
youtube = client.discovered_api(YOUTUBE_API_SERVICE_NAME, YOUTUBE_API_VERSION) return client, youtube
enddef main
opts = Trollop::options do
opt :q, 'Search term', :type => String, :default => 'Google'
opt :max_results, 'Max results', :type => :int, :default => 25
end client, youtube = get_service begin
# Call the search.list method to retrieve results matching the specified
# query term.
search_response = client.execute!(
:api_method => youtube.search.list,
:parameters => {
:part => 'snippet',
:q => opts[:q],
:maxResults => opts[:max_results]
}
) videos = []
channels = []
playlists = [] # Add each result to the appropriate list, and then display the lists of
# matching videos, channels, and playlists.
search_response.data.items.each do |search_result|
case search_result.id.kind
when 'youtube#video'
videos << "#{search_result.snippet.title} (#{search_result.id.videoId})"
when 'youtube#channel'
channels << "#{search_result.snippet.title} (#{search_result.id.channelId})"
when 'youtube#playlist'
playlists << "#{search_result.snippet.title} (#{search_result.id.playlistId})"
end
end puts "Videos:\n", videos, "\n"
puts "Channels:\n", channels, "\n"
puts "Playlists:\n", playlists, "\n"
rescue Google::APIClient::TransmissionError => e
puts e.result.body
end
endmain
Errors
The following table identifies error messages that the API could return in response to a call to this method. Please see the error message documentation for more detail.
Error type
Error detail
Description
badRequest (400)
invalidChannelId
The
channelId
parameter specified an invalid channel ID.badRequest (400)
invalidLocation
The
location
and/or locationRadius
parameter value was formatted incorrectly.badRequest (400)
invalidRelevanceLanguage
The
relevanceLanguage
parameter value was formatted incorrectly.badRequest (400)
invalidSearchFilter
The request contains an invalid combination of search filters and/or restrictions. Note that you must set the
type
parameter to video
if you set either the forContentOwner
or forMine
parameters to true
. You must also set the type
parameter to video
if you set a value for the eventType
, videoCaption
, videoCategoryId
, videoDefinition
, videoDimension
, videoDuration
, videoEmbeddable
, videoLicense
, videoSyndicated
, or videoType
parameters.Try it!
Use the APIs Explorer to call this API and see the API request and response.
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