Complete Roadmap to learn SQL
๐๐
https://www.linkedin.com/posts/sql-analysts_complete-roadmap-to-learn-sql-in-2024-activity-7177533338776199169-_lH_?utm_source=share&utm_medium=member_android
๐๐
https://www.linkedin.com/posts/sql-analysts_complete-roadmap-to-learn-sql-in-2024-activity-7177533338776199169-_lH_?utm_source=share&utm_medium=member_android
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Frequently asked SQL interview questions for Data Analyst/Data Engineer role-
1 - What is SQL and what are its main features?
2 - Order of writing SQL query?
3- Order of execution of SQL query?
4- What are some of the most common SQL commands?
5- Whatโs a primary key & foreign key?
6 - All types of joins and questions on their outputs?
7 - Explain all window functions and difference between them?
8 - What is stored procedure?
9 - Difference between stored procedure & Functions in SQL?
10 - What is trigger in SQL?
11 - Difference between where and having?
1 - What is SQL and what are its main features?
2 - Order of writing SQL query?
3- Order of execution of SQL query?
4- What are some of the most common SQL commands?
5- Whatโs a primary key & foreign key?
6 - All types of joins and questions on their outputs?
7 - Explain all window functions and difference between them?
8 - What is stored procedure?
9 - Difference between stored procedure & Functions in SQL?
10 - What is trigger in SQL?
11 - Difference between where and having?
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SIMPLE_MARIO_GAME_IN_PYTHON_WITH_SOURCE_CODE (2).zip
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Mario Game Source Code ๐ป
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1. Python : https://lnkd.in/grD8XUS6
2. Pandas : https://lnkd.in/g4yTJ7CP
3. NumPy : https://lnkd.in/gg9Uw-km
4. Matplotlib https://lnkd.in/gahrGicD
5. Seaborn https://lnkd.in/gcu4UKpw
6. Scikit-learn https://lnkd.in/gGfkNu5i
7. TensorFlow : https://lnkd.in/g3fw3uRV
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9. PyTorch https://bit.ly/3lnsiIz
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28. Neural Network : https://lnkd.in/gThs2AAp
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36. Python String Formatting https://lnkd.in/gHi26Uk2
37. Flask : https://lnkd.in/gGzbSTgU
38. Django : https://lnkd.in/grZcWz8y
39. SQL : https://lnkd.in/gyierV3f
40. PostgreSQL : https://lnkd.in/gzfiW7zB
41. MySQL: https://lnkd.in/g4JnPVTe
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44. OpenAI GPT-3 Documentation: https://lnkd.in/gawB_SC9
45. GPT-3 API Reference: https://lnkd.in/gtCGZvX8
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47. Chat GPT Cheat Sheet : https://lnkd.in/e43cDB9q
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Complete Excel Topics for Data Analysts ๐๐
1. Introduction to Excel:
- Basic spreadsheet navigation
- Understanding cells, rows, and columns
2. Data Entry and Formatting:
- Entering and formatting data
- Cell styles and formatting options
3. Formulas and Functions:
- Basic arithmetic functions
- SUM, AVERAGE, COUNT functions
4. Data Cleaning and Validation:
- Removing duplicates
- Data validation techniques
5. Sorting and Filtering:
- Sorting data
- Using filters for data analysis
6. Charts and Graphs:
- Creating basic charts (bar, line, pie)
- Customizing and formatting charts
7. PivotTables and PivotCharts:
- Creating PivotTables
- Analyzing data with PivotCharts
8. Advanced Formulas:
- VLOOKUP, HLOOKUP, INDEX-MATCH
- IF statements for conditional logic
9. Data Analysis with What-If Analysis:
- Goal Seek
- Scenario Manager and Data Tables
10. Advanced Charting Techniques:
- Combination charts
- Dynamic charts with named ranges
11. Power Query:
- Importing and transforming data with Power Query
12. Data Visualization with Power BI:
- Connecting Excel to Power BI
- Creating interactive dashboards
13. Macros and Automation:
- Recording and running macros
- Automation with VBA (Visual Basic for Applications)
14. Advanced Data Analysis:
- Regression analysis
- Data forecasting with Excel
15. Collaboration and Sharing:
- Excel sharing options
- Collaborative editing and comments
16. Excel Shortcuts and Productivity Tips:
- Time-saving keyboard shortcuts
- Productivity tips for efficient work
17. Data Import and Export:
- Importing and exporting data to/from Excel
18. Data Security and Protection:
- Password protection
- Worksheet and workbook security
19. Excel Add-Ins:
- Using and installing Excel add-ins for extended functionality
20. Mastering Excel for Data Analysis:
- Comprehensive project or case study integrating various Excel skills
Since Excel is another essential skill for data analysts, I have decided to teach each topic daily in this channel for free. Like this post if you want me to continue this Excel series ๐โฅ๏ธ
1. Introduction to Excel:
- Basic spreadsheet navigation
- Understanding cells, rows, and columns
2. Data Entry and Formatting:
- Entering and formatting data
- Cell styles and formatting options
3. Formulas and Functions:
- Basic arithmetic functions
- SUM, AVERAGE, COUNT functions
4. Data Cleaning and Validation:
- Removing duplicates
- Data validation techniques
5. Sorting and Filtering:
- Sorting data
- Using filters for data analysis
6. Charts and Graphs:
- Creating basic charts (bar, line, pie)
- Customizing and formatting charts
7. PivotTables and PivotCharts:
- Creating PivotTables
- Analyzing data with PivotCharts
8. Advanced Formulas:
- VLOOKUP, HLOOKUP, INDEX-MATCH
- IF statements for conditional logic
9. Data Analysis with What-If Analysis:
- Goal Seek
- Scenario Manager and Data Tables
10. Advanced Charting Techniques:
- Combination charts
- Dynamic charts with named ranges
11. Power Query:
- Importing and transforming data with Power Query
12. Data Visualization with Power BI:
- Connecting Excel to Power BI
- Creating interactive dashboards
13. Macros and Automation:
- Recording and running macros
- Automation with VBA (Visual Basic for Applications)
14. Advanced Data Analysis:
- Regression analysis
- Data forecasting with Excel
15. Collaboration and Sharing:
- Excel sharing options
- Collaborative editing and comments
16. Excel Shortcuts and Productivity Tips:
- Time-saving keyboard shortcuts
- Productivity tips for efficient work
17. Data Import and Export:
- Importing and exporting data to/from Excel
18. Data Security and Protection:
- Password protection
- Worksheet and workbook security
19. Excel Add-Ins:
- Using and installing Excel add-ins for extended functionality
20. Mastering Excel for Data Analysis:
- Comprehensive project or case study integrating various Excel skills
Since Excel is another essential skill for data analysts, I have decided to teach each topic daily in this channel for free. Like this post if you want me to continue this Excel series ๐โฅ๏ธ
๐9โค1