Course Details
Course Details
What You'll Learn
Topic 1: Overview of Large Language Model (LLM)
- What is Large Language Model?
- Use cases of LLM applications
- Introduction to Gemini LLM
Topic 2: Multimodal Prompting with Gemini Pro LLM
- Introduction to Google AI Studio
- What is Multimodal Prompting
- Multimodal Prompting with Google API Key
- Introduction to Vertex AI
- Multimodal Prompting with Vertex AI
Topic 3: Building LLM Applications with Google Gemini LLM
- Overview of Langchan Components
- Automate Workflow with Langchain and Gemin Model
- Create AI Agent Using Langchain and Gemini LLM Model
Topic 4: Implementing Retrieval Augmented Generation (RAG)
- Overview of LLM driven RAG technology
- Document Loading and Splitting
- Embedding
- Vector Databases
- RAG Implementation,
Course Info
Prerequisite:
This is an intermediate course. the following knowledge is assumed
Software Requirement
Pls download and install the following software prior to the class
HRDF Funding
Please refer to this video https://youtu.be/Kzpd-V1F9Xs
1- HRD Corp Grant Helper
How to submit grant applications for HRD Corp Claimable Courses
2- Employers are required to apply for the grant at least one week before training commences.
Employers must submit their applications with supporting documents, including invoices/quotations, trainer profiles, training schedule and course content.
3- First, Login to Employer’s e-TRIS account -https://etris.hrdcorp.gov.my
Second, Click Application
4- Click Grant on the left side under Applications
5- Click Apply Grant on the left side under Applications
6- Click Apply
7- Choose a Scheme Code and select HRD Corp Claimable Courses: Skim Bantuan Latihan Khas. Then, click Apply
8- Scheme Code represents all types of training that suit the requirements provided by HRD Corp. Below are the list of schemes offered by HRD Corp:
9- Select your Immediate Officer and click Next
10- Select a Training Provider, then click Next
11- Please select a training programme from the list, then key in all the required details and click Next
Select your desired training programme.
Give an explanation on why the participant is required to attend the training. E.g., related to their tasks/ career development, etc.
Explain the background and objective of this training.
Select a relevant focus area. For Employer-Specific Courses, select ‘Not Applicable’.
12- If the training programme is a micro-credential programme, you are required to complete these 3 fields. Save and click Next
Insert MiCAS Application number
13- Based on the nine (9) pillars listed below, HRD Corp Focus Area Courses are closely tied to support government initiatives towards nation building. As such, courses offered through the HRD Corp Focus Areas are designed to provide the workforce with skills required for current and future demands. Details of the focus areas are as follows:
14- Please select a Course Title and Type of Training
15- Select the correct type of training according to the actual type of training, or as mentioned in the training brochure:
16- Please key in the Training Location and click Next
17- Please select the Level of Certification and click Next
18- Please follow the instructions and key in trainee details
19- Click Add Batch, then click Save
20- Click Add Trainee Details
21- Please key in all the required details, then click Add
22- Click Add if there are more participants. Once done, click Save
23- Click Next
24- Please key in the course fees and allowance details, then click Save
25- Estimated cost includes the course fees/external trainer fees, allowances, and consumable training materials. Please comply with the HRD Corp Allowable Cost Matrix.
26- Select Upfront Payment to Training Provider and key in the percentage from 0% to 30%. Then, click Save and Next
27- Complete the declaration form and select a desired officer
28- Add all the required documents, then click Add Attachment. Then, click Save and Submit Application
29- Once the New Grant Application is successfully submitted, the Grant Officer will evaluate the application accordingly. The application may be queried if additional information is required.
The application status will be updated via the employer’s dashboard, email, and the e-TRiS inbox.
Job Roles
Job Roles
- AI Application Developer
- Machine Learning Engineer
- Data Scientist
- AI Product Manager
- Natural Language Processing Engineer
- AI Research Scientist
- Software Developer (AI Specialization)
- AI Strategy Consultant
- AI Solutions Architect
- Computational Linguist
- Robotics Engineer
- AI Algorithm Developer
- Big Data Analyst
- AI System Designer
- Innovation Manager (AI Focus)
- User Experience Designer for AI Systems
- AI Project Coordinator
- AI Business Development Manager
- AI Policy Analyst
- AI Ethicist
Trainers
Trainers
Review
Customer Reviews (8)
- will recommend Review by Course Participant/Trainee
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. (Posted on 12/05/2023)1. Do you find the course meet your expectation? 2. Do you find the trainer knowledgeable in this subject? 3. How do you find the training environment - will recommend Review by Course Participant/Trainee
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. (Posted on 21/07/2022)1. Do you find the course meet your expectation? 2. Do you find the trainer knowledgeable in this subject? 3. How do you find the training environment - will recommend Review by Course Participant/Trainee
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Split the session to 2-days, instead of cramming everything in 1 day1. Do you find the course meet your expectation? 2. Do you find the trainer knowledgeable in this subject? 3. How do you find the training environment
The trainer is very knowledgeable and patient in explaining all the contentsrF (Posted on 26/06/2021) - will recommend Review by Course Participant/Trainee
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to have the course more than 1 day (Posted on 26/06/2021)1. Do you find the course meet your expectation? 2. Do you find the trainer knowledgeable in this subject? 3. How do you find the training environment - will recommend Review by Course Participant/Trainee
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Better to run it in two or three days1. Do you find the course meet your expectation? 2. Do you find the trainer knowledgeable in this subject? 3. How do you find the training environment
I like this training course (Posted on 26/06/2021)
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