StatQuest: Principal Component Analysis (PCA), Step-by-Step
21:58
YouTubeStatQuest with Josh Starmer
StatQuest: Principal Component Analysis (PCA), Step-by-Step
Principal Component Analysis, is one of the most useful data analysis and machine learning methods out there. It can be used to identify patterns in highly complex datasets and it can tell you what variables in your data are the most important. Lastly, it can tell you how accurate your new understanding of the data actually is. In this video, I ...
3.4M viewsApr 2, 2018
Philippine Coconut Authority Philippine Coconut Industry
𝐁𝐫𝐢𝐧𝐠𝐢𝐧𝐠 𝐇𝐞𝐚𝐥𝐭𝐡𝐜𝐚𝐫𝐞 𝐂𝐥𝐨𝐬𝐞𝐫 𝐭𝐨 𝐭𝐡𝐞 𝐂𝐨𝐜𝐨𝐧𝐮𝐭 𝐅𝐚𝐫𝐦𝐞𝐫𝐬 PCA Region 10 held its 𝑴𝒐𝒃𝒊𝒍𝒆 𝑯𝒆𝒂𝒍𝒕𝒉 𝑺𝒆𝒓𝒗𝒊𝒄𝒆 (𝑴𝒆𝒅𝒊𝒄𝒂𝒍 𝒂𝒏𝒅 𝑫𝒆𝒏𝒕𝒂𝒍 𝑴𝒊𝒔𝒔𝒊𝒐𝒏) in Bacolod, Lanao del Norte on November 24, 2025—offering free medical and dental consultations, diagnostics, and medicines to coconut farmers and their families. Despite the heavy rains, the activity continued with dedication, giving coconut farmers access to quality healthcare. This marks
𝐁𝐫𝐢𝐧𝐠𝐢𝐧𝐠 𝐇𝐞𝐚𝐥𝐭𝐡𝐜𝐚𝐫𝐞 𝐂𝐥𝐨𝐬𝐞𝐫 𝐭𝐨 𝐭𝐡𝐞 𝐂𝐨𝐜𝐨𝐧𝐮𝐭 𝐅𝐚𝐫𝐦𝐞𝐫𝐬 PCA Region 10 held its 𝑴𝒐𝒃𝒊𝒍𝒆 𝑯𝒆𝒂𝒍𝒕𝒉 𝑺𝒆𝒓𝒗𝒊𝒄𝒆 (𝑴𝒆𝒅𝒊𝒄𝒂𝒍 𝒂𝒏𝒅 𝑫𝒆𝒏𝒕𝒂𝒍 𝑴𝒊𝒔𝒔𝒊𝒐𝒏) in Bacolod, Lanao del Norte on November 24, 2025—offering free medical and dental consultations, diagnostics, and medicines to coconut farmers and their families. Despite the heavy rains, the activity continued with dedication, giving coconut farmers access to quality healthcare. This marks
FacebookPhilippine Coconut Authority
49 views4 weeks ago
𝗠𝗼𝗯𝗶𝗹𝗲 𝗛𝗲𝗮𝗹𝘁𝗵 𝗦𝗲𝗿𝘃𝗶𝗰𝗲𝘀 𝗔𝗺𝗶𝗱 𝗥𝗮𝗶𝗻𝘆 𝗪𝗲𝗮𝘁𝗵𝗲𝗿 𝗳𝗼𝗿 𝗖𝗼𝗰𝗼𝗻𝘂𝘁 𝗙𝗮𝗿𝗺𝗲𝗿𝘀 𝗶𝗻 𝗠𝗮𝗴𝘁𝗮𝗻𝗴𝗮𝗹𝗲, 𝗦𝗮𝗻 𝗙𝗿𝗮𝗻𝗰𝗶𝘀𝗰𝗼, 𝗦𝗗𝗡 On December 5, 2025, the third run of the Mobile Health Services was successfully conducted at the Brgy. Magtangale, San Francisco, Surigao del Norte, serving approximately 315 coconut farmers. Despite the rainy weather, the activity pushed through as scheduled, ensuring that farmers continued to receive essential medical
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𝗠𝗼𝗯𝗶𝗹𝗲 𝗛𝗲𝗮𝗹𝘁𝗵 𝗦𝗲𝗿𝘃𝗶𝗰𝗲𝘀 𝗔𝗺𝗶𝗱 𝗥𝗮𝗶𝗻𝘆 𝗪𝗲𝗮𝘁𝗵𝗲𝗿 𝗳𝗼𝗿 𝗖𝗼𝗰𝗼𝗻𝘂𝘁 𝗙𝗮𝗿𝗺𝗲𝗿𝘀 𝗶𝗻 𝗠𝗮𝗴𝘁𝗮𝗻𝗴𝗮𝗹𝗲, 𝗦𝗮𝗻 𝗙𝗿𝗮𝗻𝗰𝗶𝘀𝗰𝗼, 𝗦𝗗𝗡 On December 5, 2025, the third run of the Mobile Health Services was successfully conducted at the Brgy. Magtangale, San Francisco, Surigao del Norte, serving approximately 315 coconut farmers. Despite the rainy weather, the activity pushed through as scheduled, ensuring that farmers continued to receive essential medical
FacebookPhilippine Coconut Authority
988 views2 weeks ago
December 8, 2025 | Philippine Coconut Authority
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3.2K views2 weeks ago
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𝗕𝗿𝗶𝗻𝗴𝗶𝗻𝗴 𝗛𝗲𝗮𝗹𝘁𝗵𝗰𝗮𝗿𝗲 𝗖𝗹𝗼𝘀𝗲𝗿 𝘁𝗼 𝘁𝗵𝗲 𝗖𝗼𝗰𝗼𝗻𝘂𝘁 𝗙𝗮𝗿𝗺𝗲𝗿𝘀 𝗶𝗻 𝗦𝗮𝗻𝘁𝗶𝗮𝗴𝗼, 𝗔𝗴𝘂𝘀𝗮𝗻 𝗱𝗲𝗹 𝗡𝗼𝗿𝘁𝗲 The fifth (5th) run of the Mobile Health Services and CFIDP Information Caravan was conducted on December 7, 2025 (Sunday) at the Municipal Gym in Santiago, Agusan del Norte. The activity was attended by coconut farmers from all over the municipality of Santiago. A Wellness Training session was also held during the activity, where coconut farmers were
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6.2K views · 101 reactions | WATCH: The Department of Agriculture - Philippines and Philippine Coconut Authority supports the 2nd World Coconut Congress; Strengthening the coconut industry by promoting the "Tree of life". See beyond what the coconut industry can give to the lives of the Filipino people. #UseOurCOCONUTS #DuterteLegacy | Philippine Coconut Authority | Facebook
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