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state government roles website

South Australia (SA) https://iworkfor.sa.gov.au New South Wales (NSW): The I Work for NSW portal advertises job vacancies across various NSW government agencies. https://www.randstad.com.au/jobs/new-south-wales/ Victoria (VIC): The Careers.Vic website provides listings for positions within the Victorian Public Service. https://careers.vic.gov.au/ Queensland (QLD): The Smart Jobs and Careers platform showcases job opportunities in the Queensland Government. https://smartjobs.qld.gov.au/jobtools/jncustomsearch.jobsearch?in_organid=14904 Western Australia (WA): The WA Government Jobs Board features vacancies across Western Australian government departments. https://search.jobs.wa.gov.au/page.php?pageID=215 Tasmania (TAS): The Jobs Tasmania site lists employment opportunities within the Tasmanian State Service. https://www.jobs.tas.gov.au/ Australian Capital Territory (ACT): The Jobs ACT portal provides information on positions available in the ACT Government. https://www.jobs.act.gov.au/ ...
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LLM fine-tuning algorithms

  **Reinforcement Learning Algorithms:** 1.  **Reinforcement Learning from Human Feedback (RLHF):**    - **Simple Explanation:** RLHF is a method where we improve a model by using feedback from humans.  The model learns to give better answers based on what people prefer.    - **Why Use It with Llama 3.1:** We can make Llama 3.1 respond more like a human by teaching it what answers people like, making it more helpful. 2.  **Proximal Policy Optimization (PPO):**    - **Simple Explanation:** PPO is a technique that helps a model learn safely and efficiently.  It updates the model in small steps to avoid big mistakes.    - **Why Use It with Llama 3.1:** By using PPO, we can train Llama 3.1 without risking large errors, leading to steady improvements. 3.  **Direct Preference Optimization (DPO):**    - **Simple Explanation:** DPO lets the model learn directly from what people prefer, without needing extra steps....
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SQL Tutorials 10 hours

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Certainly! Here's a tutorial in the form of a flash card table for MySQL SQL commands: SQL Command & Explanation SQL Example SELECT - Retrieves data from one or more tables. SELECT first_name, last_name FROM employees; FROM - Specifies the table to retrieve data from. SELECT first_name FROM employees; WHERE - Filters records based on a condition. SELECT * FROM employees WHERE age > 30; AND , OR - Combine conditions in a WHERE clause. SELECT * FROM employees WHERE age > 30 AND department = 'HR'; ORDER BY - Sorts the result set. SELECT * FROM employees ORDER BY last_name ASC; INSERT INTO - Adds new records into a table. INSERT INTO employees (first_name, last_name) VALUES ('John', 'Doe'); UPDATE - Modifies existing records in a table. UPDATE employees SET age = 31 WHERE first_name = 'John' AND last_name = 'Doe'; DELETE - Removes records from a table. DELETE FROM employees WHERE last_name = 'Doe'; CREATE DATABASE - Cre...
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