How AI Makes Decisions | Upside Down Tree Machine Learning Tamil 🌳- www.Agile.EpicTechSkills.com

**𝐃𝐞𝐜𝐢𝐬𝐢𝐨𝐧 𝐓𝐫𝐞𝐞 𝐄𝐱𝐩𝐥𝐚𝐢𝐧𝐞𝐝 𝐢𝐧 𝐓𝐚𝐦𝐢𝐥 | 𝐌𝐚𝐜𝐡𝐢𝐧𝐞 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠 𝐀𝐥𝐠𝐨𝐫𝐢𝐭𝐡𝐦𝐬 𝐁𝐚𝐬𝐢𝐜𝐬**

𝔻𝕖𝕔𝕚𝕤𝕚𝕠𝕟 𝕋𝕣𝕖𝕖 𝔼𝕩𝕡𝕝𝕒𝕚𝕟𝕖𝕕 𝕚𝕟 𝕋𝕒𝕞𝕚𝕝 | 𝕄𝕒𝕔𝕙𝕚𝕟𝕖 𝕃𝕖𝕒𝕣𝕟𝕚𝕟𝕘 𝔸𝕝𝕘𝕠𝕣𝕚𝕥𝕙𝕞𝕤 𝔹𝕒𝕤𝕚𝕔𝕤 -ℍ𝕠𝕨 𝔸𝕀 𝕄𝕒𝕜𝕖𝕤 𝔻𝕖𝕔𝕚𝕤𝕚𝕠𝕟𝕤 | 𝕌𝕡𝕤𝕚𝕕𝕖 𝔻𝕠𝕨𝕟 𝕋𝕣𝕖𝕖 𝕄𝕒𝕔𝕙𝕚𝕟𝕖 𝕃𝕖𝕒𝕣𝕟𝕚𝕟𝕘 𝕋𝕒𝕞𝕚𝕝 🌳ℙ𝕣𝕖𝕕𝕚𝕔𝕥𝕚𝕧𝕖 𝕄𝕠𝕕𝕖𝕝𝕤 & 𝔻𝕖𝕔𝕚𝕤𝕚𝕠𝕟 ℕ𝕠𝕕𝕖𝕤 | 𝔻𝕀𝔾𝕀𝕋𝔸𝕃 𝕋𝔼ℂℍ 𝕄𝔸𝕊𝕋𝔼ℝ𝕊 - 𝔻𝕒𝕥𝕒 𝕊𝕔𝕚𝕖𝕟𝕔𝕖

Have you ever wondered exactly how computers and Artificial Intelligence make complex decisions? The answer lies in a simple, everyday logic structure called the Decision Tree!

In this video on the DIGITAL TECH MASTERS channel, Prasad breaks down the popular Machine Learning algorithm known as the Decision Tree in simple Tamil. We explore how this algorithm acts as a graphical representation of all possible solutions based on specific conditions. Using a highly relatable real-world example of accepting or declining a new job offer (based on salary, commute time, and free coffee!), we explain how the logic flows. You will learn the fun fact of why this tree is drawn completely upside down in computer science, starting with the "Root Node" at the top and branching down into decision nodes and final "Leaf Nodes."

📊 𝐈𝐧 𝐭𝐡𝐢𝐬 𝐯𝐢𝐝𝐞𝐨, 𝐲𝐨𝐮 𝐰𝐢𝐥𝐥 𝐥𝐞𝐚𝐫𝐧 (𝐢𝐧 𝐬𝐢𝐦𝐩𝐥𝐞 𝐓𝐚𝐦𝐢𝐥):

𝟏. 𝐖𝐡𝐚𝐭 𝐢𝐬 𝐚 𝐃𝐞𝐜𝐢𝐬𝐢𝐨𝐧 𝐓𝐫𝐞𝐞:
How mapping out simple Yes/No conditions helps algorithms visualize every possible outcome.

𝟐. 𝐓𝐡𝐞 𝐔𝐩𝐬𝐢𝐝𝐞 𝐃𝐨𝐰𝐧 𝐒𝐭𝐫𝐮𝐜𝐭𝐮𝐫𝐞:
Understanding the terminology: Root nodes (the starting question), Decision nodes (internal questions), and Leaf nodes (the final answers).

𝟑. 𝐏𝐫𝐞𝐝𝐢𝐜𝐭𝐢𝐯𝐞 𝐌𝐨𝐝𝐞𝐥𝐬:
How data scientists use these automated trees to build highly accurate predictive models that achieve results for complex business problems.

💬 𝐓𝐞𝐥𝐥 𝐦𝐞 𝐢𝐧 𝐭𝐡𝐞 𝐜𝐨𝐦𝐦𝐞𝐧𝐭𝐬:
When making a big decision in life, do you write down all your options like a flowchart, or do you just go with your gut feeling?

🔔 𝐒𝐮𝐛𝐬𝐜𝐫𝐢𝐛𝐞 to our YouTube channel link for more simple explanations on technology, Data Science, and Python programming in Tamil! (Channel Link: https://www.youtube.com/@imamentor)

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Видео How AI Makes Decisions | Upside Down Tree Machine Learning Tamil 🌳- www.Agile.EpicTechSkills.com канала DIGITAL TECH MASTERS