| Section | Details |
|---|---|
| Design Basics |
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| Design Frameworks & Libraries |
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| Front-end Management Basics | JavaScript |
| Front-end Management Frameworks |
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| State Management |
|
| Section | Details |
|---|---|
| Backend Management Basics |
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| Backend Management Frameworks |
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| Database Management Basics |
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| Database Modeling & Connection |
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| Database Storage Management |
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| Section | Details |
|---|---|
| Basics | Git |
| Application | GitHub |
| Works |
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| Section | Details |
|---|---|
| Tools | Figma |
| Usage |
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| Section | Details |
|---|---|
| SEO-Friendly Content | Technical blogs. |
| Technical Reports | For software development projects. |
| Markdown Files | For project’s README.md file. |
| Section | Details |
|---|---|
| Specifications | Software Requirements Specifications (SRS). |
| Client Communication | Love to work with clients, understand their perspectives, and work with the software development team to develop satisfactory software for clients. |
| Section | Details |
|---|---|
| Content Development | For YouTube channel. |
| SEO Techniques | Understanding YouTube search algorithm for better content creation. |
| Section | Details |
|---|---|
| Presentation Design Tools |
|
| Properties of Presentation File |
|
| Section | Details |
|---|---|
| Dataset Management Basics | NumPy, Pandas |
| Mathematical Basics | Linear Algebra, Probability and Probability Distribution |
| Machine Learning Model Basics | Activation Functions, Loss Functions, Regularization Techniques, Training Process |
| Simple Neural Networks | Logistic Regression, Decision Tree Classifier, Naïve Bayes, Support Vector Machine |
| Deep Neural Networks | Bidirectional LSTM, Transfer Learning (BERT) |



