If you appreciate the content and the hard work, Please 𝐬𝐮𝐛𝐬𝐜𝐫𝐢𝐛𝐞 - @KeertiPurswani 𝐍𝐨𝐭𝐞𝐬 𝐚𝐫𝐞 𝐚𝐯𝐚𝐢𝐥𝐚𝐛𝐥𝐞 𝐡𝐞𝐫𝐞 𝐟𝐨𝐫 𝐅𝐫𝐞𝐞 - 𝐂𝐡𝐞𝐜𝐤𝐨𝐮𝐭 𝐝𝐞𝐭𝐚𝐢𝐥𝐬 𝐚𝐧𝐝 𝐞𝐧𝐫𝐨𝐥𝐥 𝐟𝐨𝐫 𝐨𝐮𝐫 𝐋𝐈𝐕𝐄 𝐜𝐨𝐮𝐫𝐬𝐞𝐬 𝐡𝐞𝐫𝐞- 𝐄𝐝𝐮𝐜𝐨𝐬𝐲𝐬 𝐈𝐧𝐬𝐭𝐚𝐠𝐫𝐚𝐦 - 𝐄𝐝𝐮𝐜𝐨𝐬𝐲𝐬 𝐋𝐢𝐧𝐤𝐞𝐝𝐈𝐧 - You can also connect with me on- 𝐋𝐢𝐧𝐤𝐞𝐝𝐈𝐧 - 𝐈𝐧𝐬𝐭𝐚𝐠𝐫𝐚𝐦 (for personal, raw and real side of my life) - Timestamps- 0:00 - Coming Up 0:25 - Approach for learning 2:12 - Live Hands-On Educosys GenAI course 3:05 - Installing and Running example code 5:22 - Why do we need NumPy Arrays | Internals 10:40 - Vectorization 11:52 - Broadcasting 14:15 - Basics of Arrays | Access, Assign, Slicing 17:14 - Array Attributes | Dimension, Shape, Size 25:15 - Zeros Array Creation 26:55 - Ones Array Creation 27:20 - Empty Array Creation 29:19 - for range creation 30:41 - for linearly spaced array creation 31:45 - Sorting Arrays 34:44 - Concatenate Arrays 36:25 - Reshaping Arrays 42:43 - , for addition of new dimension 44:55 - Slicing 46:50 - Condition based Slicing 51:25 - Vertical and Horizontal Stacking of Arrays 52:23 - Horizontal Splitting of Arrays 53:53 - Views and Copies 56:48 - Addition, Subtraction, Multiplication, Division of Arrays 59:05 - Sum of elements in Array 1:01:24 - Min, Max, Prod, Mean, Std 1:03:14 - Random Number Generation 1:05:20 - Transposing Matrix 1:07:00 - Reverse or Flip Array 1:09:14 - flattern, ravel for Flattening Multidimensional Arrays 1:10:46 - Accessing doc for help 1:12:15 - Thank You #softwaredevelopment #softwareengineer #machinelearningengineer #artificialintelligenceandmachinelearning