Generative AI, LLM MODELS, Full Stack 15+ Projects

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Core Practical Generative AI, LLM, Javascript Applications for 20X Fast Inference Prototypes. Get Hired: Generative AI

1. All course summary

1.1 webapp.pptx

1. Course Summary

2. React Hooks

3. React DOM

4. React Rest API&Axios

5. Flask Rest API

6. Javascript Basics Concepts

7. Javascript Advance concepts

2. Some Demos

1. WebApp-Object Detection Demo

2. YoloV7 Fast Inference Demo

3. Set up Docker Images,Containers, and Visual Code

1.1 wepapp_state_diagram.drawio.zip

1. Overall Flow State Diagram for Inference Web APP

2. Docker File Configuration

3. Docker Build and Set Up

4. How to Run Docker RUN

5. Configuration of Docker Container with Visual Code

4. Prepare YoloV7 Fast Precision Server Side

1. Yolov7 Start Implementation

2. Yolov7 Server Implementation 2

3. Yolov7 Server Implementation 3

4. Yolov7 Server Implementation 4

5. Yolov7 Server Implementation 5

6. Yolov7 Server Implementation 6

5. Flask Server Implementation for High Security Web App

1. Flask Server Implementation 1

2. Flask Server Implementation 2

3. Flask Server Sign In Implementation

4. Flask Server Registration Implementation

6. Flask Server with YoloV7 Deep Learning Integration

1.1 images.zip

1.2 Images.zip

1.3 models.zip

1. Flask Server & Yolov7 Integration

2. Flask Server & Yolov7 Integration part 2

3. Flask Server & Yolov7 Integration part 3

7. Flask Server Web APP Design

1. Flask Server & Web APP design part 1

2. Flask Web App DL Inference

3. Flask Web App DL Image Inference

4.1 flow diagram for back-end&front-end.drawio.zip

4. Flow Diagram for Back-End&Front-End

8. React Web App Inference with Emotion Detection NLP

1.1 inference web app.drawio.zip

1. Custom Web App Emotion Detection, BERT, Hugging FACE, React JS, Flask, MySql

2.1 cleaning_dataset.drawio.zip

2. How to start for Prototyping Large Language Model with Web APP and Flask

3. BERT & Hugging Face Feature Engineering Part 1

4. Feature Engineering and Preprocessing part 2

5. Feature Engineering and Preprocessing part 3

6. Feature Engineering and Preprocessing part 4

9. Pytorch Dataloader & Hugging Face Framework(Large Language Models)

1. Dataloader,Hugging Face Integration

2. Dataloader,Hugging Face Integration Part 2

3. Dataloader,Hugging Face Integration Part 3

10. BERT NLP Transformer Model Freezing

1. BERT_FINE Part 1

11. Prepare Training and Validation Step with BERT

1.1 models.zip

1. Bert Model Train&Val part 1

2. training part 2

3. train and val part 3

4. Train&Val successful

12. React, Flask, Bert Emotion Inference

1.1 pretrained.zip

1. Pretrained Model Bert and Tokenizer download

2. Where we are and where we have to

3. preprocessing setup

4. Model BackBone setup

5. Model Inference Part 1

6. Model Inference Part 2

13. Flask Server Integration with Model Pretrained

1. Flask Server & Inference Part 1

2. Flask Server & Inference Part 2

3. Flask Server & Inference Part 3

14. React Development Web App

1. React Familiarity

2. React Installation

3. React set up part 1

4.1 emotion_detection.zip

4.2 question-answering.zip

4.3 questions.zip

4. react successful installation

5. Main React Component

6. Evaluate Implementation

7. Emotion Analysis component

8. User FeedBackk Route API

9. Non User Feedback Route API

10. Emotion Analysis Implementation Return

11. Demo Emotion Analysis Successfully Implementated

15. LLM Transformer Based PDF Analizer with React

1.1 presentation.zip

1. Demo Transformer-React

2. React Question Answer Component

3. React Question Answer Component 2

4. LLM Transormer Explanation

5. Flask Route Based Implementation

16. CPlus_Cplus TensorRT Tutorial & Demo

1. CPlus_Cplus TensorRT&Onnx With YoloV4

2. How to implement Onnx Cplus_cplus with YoloV5 Inference

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تولید کننده: Udemy