WEBVTT 00:00:00.000 --> 00:00:02.988 align:middle line:90% [AUDIO LOGO] 00:00:04.190 --> 00:00:08.520 align:middle line:84% Hello, and welcome to the course introduction to the OCI AI Foundations 00:00:08.520 --> 00:00:10.380 align:middle line:90% 2023 course. 00:00:10.380 --> 00:00:11.670 align:middle line:90% I'm Hemant Gahankari. 00:00:11.670 --> 00:00:15.180 align:middle line:84% I'm a senior principal training lead at Oracle University 00:00:15.180 --> 00:00:18.970 align:middle line:84% and will take you through this overview of the course. 00:00:18.970 --> 00:00:23.640 align:middle line:84% The course instructor for this course are Hemant Gahankari-- that is myself-- 00:00:23.640 --> 00:00:27.950 align:middle line:90% Himanshu Raj, and Nick Commisso. 00:00:27.950 --> 00:00:30.440 align:middle line:84% The content for this course has been contributed 00:00:30.440 --> 00:00:37.370 align:middle line:84% by Hemant Gahankari, Himanshu Raj, Kiran BR, Rohit Rahi, 00:00:37.370 --> 00:00:41.810 align:middle line:84% Anuradha Srinivasaraghavan, and Roshini Varghese. 00:00:41.810 --> 00:00:45.020 align:middle line:84% This course is intended for anyone who wants 00:00:45.020 --> 00:00:51.920 align:middle line:84% to begin learning about AI and ML, for example, Cloud engineers or architects, 00:00:51.920 --> 00:00:56.000 align:middle line:84% or IT professionals, or even students who want to upskill 00:00:56.000 --> 00:01:00.590 align:middle line:84% but have no prior exposure to AI/ML in the past, 00:01:00.590 --> 00:01:07.530 align:middle line:84% though familiarity with OCI or similar Cloud Services is recommended. 00:01:07.530 --> 00:01:10.690 align:middle line:90% This course is split into six modules. 00:01:10.690 --> 00:01:13.560 align:middle line:90% The first one is AI foundations. 00:01:13.560 --> 00:01:17.550 align:middle line:84% In this module, you will learn about foundational AI concepts 00:01:17.550 --> 00:01:22.350 align:middle line:84% and you will learn to differentiate between AI, ML, and DL, 00:01:22.350 --> 00:01:27.840 align:middle line:84% that is, artificial intelligence, machine learning, and deep learning. 00:01:27.840 --> 00:01:32.670 align:middle line:84% In this second module, you will dive deeper into machine learning 00:01:32.670 --> 00:01:36.930 align:middle line:84% and learn about supervised, unsupervised, and reinforcement 00:01:36.930 --> 00:01:38.640 align:middle line:90% learning. 00:01:38.640 --> 00:01:42.630 align:middle line:84% In the third module, you will learn about a variety of neural network 00:01:42.630 --> 00:01:47.700 align:middle line:84% architectures, like artificial neural network, convolutional neural network, 00:01:47.700 --> 00:01:52.440 align:middle line:84% recurrent neural network, and long-/short-term memory targeted 00:01:52.440 --> 00:01:57.130 align:middle line:84% at solving problems that need using complex data like images, videos, 00:01:57.130 --> 00:02:00.010 align:middle line:90% audio, or even text. 00:02:00.010 --> 00:02:05.470 align:middle line:84% In the fourth module, we will explore generative AI and LLMs. 00:02:05.470 --> 00:02:09.070 align:middle line:84% In this module, you will learn about basics of LLMs, that is, 00:02:09.070 --> 00:02:11.920 align:middle line:90% large language models, and transformers. 00:02:11.920 --> 00:02:18.680 align:middle line:84% You will also learn about prompt engineering and fine-tuning of LLMs. 00:02:18.680 --> 00:02:24.620 align:middle line:84% In the fifth module, you will get an overview of OCI AI stack, 00:02:24.620 --> 00:02:28.640 align:middle line:84% following which, you will learn about OCI ML service data 00:02:28.640 --> 00:02:34.890 align:middle line:84% science, OCI AI infrastructure, and also about trustworthy and responsible AI 00:02:34.890 --> 00:02:37.040 align:middle line:90% principles. 00:02:37.040 --> 00:02:41.210 align:middle line:84% In the sixth module, you will learn about OCI AI services. 00:02:41.210 --> 00:02:46.010 align:middle line:84% In this module, you will learn about OCI AI services for a variety of uses. 00:02:46.010 --> 00:02:51.590 align:middle line:84% You will get to know about OCI language, vision, speech, document understanding, 00:02:51.590 --> 00:02:54.290 align:middle line:90% and anomaly detection. 00:02:54.290 --> 00:02:57.800 align:middle line:84% Before you move on to the next modules, make 00:02:57.800 --> 00:03:02.780 align:middle line:84% sure you complete the skill checks that we have provided to test your knowledge 00:03:02.780 --> 00:03:07.610 align:middle line:84% and reinforce your understanding of the topics covered. 00:03:07.610 --> 00:03:11.690 align:middle line:84% At any point in time, if you have a specific question about the course 00:03:11.690 --> 00:03:16.760 align:middle line:84% material or need extra help, fill out our Ask Your Instructor form. 00:03:16.760 --> 00:03:19.280 align:middle line:84% Our expert instructors will get back to you 00:03:19.280 --> 00:03:23.230 align:middle line:84% as soon as possible with personalized support. 00:03:23.230 --> 00:03:28.110 align:middle line:84% We also want you to get the most out of your learning experience, which 00:03:28.110 --> 00:03:31.860 align:middle line:84% is why we have created this community space where 00:03:31.860 --> 00:03:35.950 align:middle line:84% you can connect with the other learners and subject matter experts. 00:03:35.950 --> 00:03:38.310 align:middle line:84% If you have any questions or want to start 00:03:38.310 --> 00:03:42.460 align:middle line:84% a discussion on a particular topic, this is a place to do it. 00:03:42.460 --> 00:03:43.560 align:middle line:90% So don't be shy. 00:03:43.560 --> 00:03:47.820 align:middle line:84% Join the OU community today and start collaborating 00:03:47.820 --> 00:03:49.620 align:middle line:90% with your fellow learners. 00:03:49.620 --> 00:03:54.570 align:middle line:84% We can't wait to see what you will bring to the table. 00:03:54.570 --> 00:03:58.080 align:middle line:84% Some of the best practices to maximize the learning from this course 00:03:58.080 --> 00:04:01.860 align:middle line:84% are, go to the entire content of the course, 00:04:01.860 --> 00:04:05.930 align:middle line:84% including video lectures, demos, and skill checks. 00:04:05.930 --> 00:04:10.700 align:middle line:84% After every lecture or a demo, pause and recall, what did you learn? 00:04:10.700 --> 00:04:14.810 align:middle line:84% It may be even helpful to make some notes of what you learned 00:04:14.810 --> 00:04:18.709 align:middle line:90% and any difficulty you had. 00:04:18.709 --> 00:04:23.370 align:middle line:84% Take breaks if necessary while going through this course. 00:04:23.370 --> 00:04:25.870 align:middle line:90% Completing skill checks is important. 00:04:25.870 --> 00:04:29.640 align:middle line:90% It will help you solidify your learning. 00:04:29.640 --> 00:04:32.100 align:middle line:84% Taking practice exams will help you judge 00:04:32.100 --> 00:04:37.240 align:middle line:84% how comfortable you are for taking the actual certification exam. 00:04:37.240 --> 00:04:40.350 align:middle line:84% And finally, go through the exam preparation video 00:04:40.350 --> 00:04:46.570 align:middle line:84% and take the OCI AI Foundations 2023 exam itself. 00:04:46.570 --> 00:04:51.760 align:middle line:84% We believe in you and know that you have what it takes to succeed. 00:04:51.760 --> 00:04:54.880 align:middle line:84% Keep up the excellent work, and I'll see you 00:04:54.880 --> 00:04:59.120 align:middle line:84% at the next milestone on your journey towards completing the course. 00:04:59.120 --> 00:05:01.260 align:middle line:90% Thanks for watching.