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**Step 1: Create SQL Database**
**Requirements:**
* SQL Server Management Studio (SSMS)
* SQL Server Database Engine
**Instructions:**
1. Create a new SQL Server database named "AI_LLM_Impact".
2. Design the database schema with relevant tables, columns, and relationships.
3. Populate the tables with historical data from the past 3 years, including:
* **AI & LLM Market Impact:** Market size, growth rate, adoption rate, key trends, and impact on different industries.
* **Business Productivity:** Productivity gains, cost savings, and improved decision-making.
* **Job Opportunities:** New job creation, skill requirements, and impact on labor markets.
**Step 2: Create Queries File**
**File Name:** AI_LLM_Impact_Queries.txt
**Queries:**
**1. Top 5 Industries Affected by AI & LLM:**
```sql
SELECT industry, SUM(market_size) AS total_market_size
FROM ai_llm_impact
GROUP BY industry
ORDER BY total_market_size DESC
LIMIT 5;
```
**2. Growth Rate of AI & LLM Market:**
```sql
SELECT year, growth_rate
FROM ai_llm_impact
GROUP BY year;
```
**3. Adoption Rate of AI & LLM Technologies:**
```sql
SELECT technology, adoption_rate
FROM ai_llm_impact
GROUP BY technology;
```
**4. Impact of AI & LLM on Business Productivity:**
```sql
SELECT metric, impact
FROM business_productivity
GROUP BY metric;
```
**5. Cost Savings Achieved Through AI & LLM:**
```sql
SELECT cost_savings
FROM business_productivity
GROUP BY cost_savings;
```
**6. Improved Decision-Making Through AI & LLM:**
```sql
SELECT decision_making_improvement
FROM business_productivity
GROUP BY decision_making_improvement;
```
**7. New Job Creation Due to AI & LLM:**
```sql
SELECT job_type, new_jobs
FROM job_opportunities
GROUP BY job_type;
```
**8. Skill Requirements for AI & LLM Jobs:**
```sql
SELECT skill, required_skills
FROM job_opportunities
GROUP BY skill;
```
**9. Impact of AI & LLM on Labor Markets:**
```sql
SELECT industry, job_displacement
FROM job_opportunities
GROUP BY industry;
```
**10. Future Outlook of AI & LLM:**
```sql
SELECT year, forecast_market_size
FROM ai_llm_impact_forecast
GROUP BY year;
```
**11. Emerging AI & LLM Technologies:**
```sql
SELECT technology, description
FROM ai_llm_technologies
GROUP BY technology;
```
**12. Best Practices for AI & LLM Adoption:**
```sql
SELECT best_practice, impact
FROM ai_llm_best_practices
GROUP BY best_practice;
```
**13. Case Studies of AI & LLM Success:**
```sql
SELECT company_name, industry, benefits
FROM ai_llm_case_studies
GROUP BY company_name;
```
**14. Industry Leaders in AI & LLM:**
```sql
SELECT company_name, industry, market_share
FROM ai_llm_industry_leaders
GROUP BY company_name;
```
**15. Emerging Trends in AI & LLM:**
```sql
SELECT trend, description
FROM ai_llm_trends
GROUP BY trend;
```
**Note:** This is just a sample file of queries. You can customize the queries based on your specific needs and data structure. |