|
68 | 68 | - [Clustering](https://github.com/bansalkanav/Machine_Learning_and_Deep_Learning/tree/master/Module%204%20-%20Machine%20Learning/06.%20Unsupervised%20ML%20Algorithms/01.%20Clustering) |
69 | 69 | - [Principal Component Analysis](https://github.com/bansalkanav/Machine_Learning_and_Deep_Learning/tree/master/Module%204%20-%20Machine%20Learning/06.%20Unsupervised%20ML%20Algorithms/02.%20PCA) |
70 | 70 |
|
71 | | -## Module 5 - Case Studies |
72 | | - - [Car Price Prediction (Regression)](https://github.com/bansalkanav/Machine_Learning_and_Deep_Learning/tree/master/Module%205%20-%20Case%20Studies/1.%20Car%20Price%20Prediction) |
73 | | - - [Airline Sentiment Analysis (NLP - Classification)](https://github.com/bansalkanav/Machine_Learning_and_Deep_Learning/tree/master/Module%205%20-%20Case%20Studies/2.%20Airline%20Sentiment%20Analyser) |
74 | | - - [Adult Income Prediction (Classification)](https://github.com/bansalkanav/Machine_Learning_and_Deep_Learning/tree/master/Module%205%20-%20Case%20Studies/3.%20Adult%20Income%20Prediction) |
75 | | - - [Web App Development + Serialization and Deserialization](https://github.com/bansalkanav/Machine_Learning_and_Deep_Learning/tree/master/Module%205%20-%20Case%20Studies/4.%20web_app) |
76 | | - - [AWS Deployment](https://github.com/bansalkanav/Machine_Learning_and_Deep_Learning/tree/master/Module%205%20-%20Case%20Studies/5.%20AWS%20Deployment) |
77 | | - - [Streamlit Heroku Deployment](https://github.com/bansalkanav/Machine_Learning_and_Deep_Learning/tree/master/Module%205%20-%20Case%20Studies/6.%20Streamlit%20Heroku%20Deployment) |
78 | | - - [Web Scrapping](https://github.com/bansalkanav/Machine_Learning_and_Deep_Learning/tree/master/Module%205%20-%20Case%20Studies/8.%20Regex%20and%20Webscrapping) |
| 71 | +## Module 5 - MLOPs |
| 72 | + - [Model Serialization and Deserialization](https://github.com/bansalkanav/Machine_Learning_and_Deep_Learning/tree/master/Module%205%20-%20MLOPs/1.%20Model%20Serialization%20and%20Deserialization) |
| 73 | + - [Application Integration](https://github.com/bansalkanav/Machine_Learning_and_Deep_Learning/tree/master/Module%205%20-%20MLOPs/2.%20Application%20Integration) |
| 74 | + - [MLFlow - Experiment Tracking and Model Management](https://github.com/bansalkanav/Machine_Learning_and_Deep_Learning/tree/master/Module%205%20-%20MLOPs/3.%20Experiment%20Tracking%20and%20Model%20Management) |
| 75 | + - [Prefect - Orchestrate ML Pipeline](https://github.com/bansalkanav/Machine_Learning_and_Deep_Learning/tree/master/Module%205%20-%20MLOPs/4.%20Orchestrate%20ML%20Pipeline) |
| 76 | + |
| 77 | +## Module 6 - Case Studies |
| 78 | + - [Car Price Prediction (Regression)](https://github.com/bansalkanav/Machine_Learning_and_Deep_Learning/tree/master/Module%206%20-%20Case%20Studies/1.%20Car%20Price%20Prediction) |
| 79 | + - [Airline Sentiment Analysis (NLP - Classification)](https://github.com/bansalkanav/Machine_Learning_and_Deep_Learning/tree/master/Module%206%20-%20Case%20Studies/2.%20Airline%20Sentiment%20Analyser) |
| 80 | + - [Adult Income Prediction (Classification)](https://github.com/bansalkanav/Machine_Learning_and_Deep_Learning/tree/master/Module%206%20-%20Case%20Studies/3.%20Adult%20Income%20Prediction) |
| 81 | + - [Web App Development + Serialization and Deserialization](https://github.com/bansalkanav/Machine_Learning_and_Deep_Learning/tree/master/Module%206%20-%20Case%20Studies/4.%20web_app) |
| 82 | + - [AWS Deployment](https://github.com/bansalkanav/Machine_Learning_and_Deep_Learning/tree/master/Module%206%20-%20Case%20Studies/5.%20AWS%20Deployment) |
| 83 | + - [Streamlit Heroku Deployment](https://github.com/bansalkanav/Machine_Learning_and_Deep_Learning/tree/master/Module%206%20-%20Case%20Studies/6.%20Streamlit%20Heroku%20Deployment) |
| 84 | + - [Customer Segmentation](https://github.com/bansalkanav/Machine_Learning_and_Deep_Learning/tree/master/Module%206%20-%20Case%20Studies/7.%20Customer%20Segmentation) |
| 85 | + - [Web Scrapping](https://github.com/bansalkanav/Machine_Learning_and_Deep_Learning/tree/master/Module%206%20-%20Case%20Studies/8.%20Regex%20and%20Webscrapping) |
79 | 86 |
|
80 | | -## Module 6 - Deep Learning |
81 | | - - [Introduction to Deep Learning](https://github.com/bansalkanav/Machine_Learning_and_Deep_Learning/tree/master/Module%206%20-%20Deep%20Learning/01.%20Introduction%20to%20Deep%20Learning) |
82 | | - - [Training a Deep Neural Network + TensorFlow.Keras](https://github.com/bansalkanav/Machine_Learning_and_Deep_Learning/tree/master/Module%206%20-%20Deep%20Learning/02.%20Training%20Deep%20Neural%20Network) |
83 | | - - [Convolutional Neural Network + TensorFlow.Keras](https://github.com/bansalkanav/Machine_Learning_and_Deep_Learning/tree/master/Module%206%20-%20Deep%20Learning/03.%20Convolutional%20Neural%20Network) |
84 | | - - [Auto Encoders for Image Compression](https://github.com/bansalkanav/Machine_Learning_and_Deep_Learning/tree/master/Module%206%20-%20Deep%20Learning/04.%20Auto%20Encoder%20(Deep%20Generative%20Models)) |
| 87 | +## Module 7 - Deep Learning |
| 88 | + - [Introduction to Deep Learning](https://github.com/bansalkanav/Machine_Learning_and_Deep_Learning/tree/master/Module%207%20-%20Deep%20Learning/01.%20Introduction%20to%20Deep%20Learning) |
| 89 | + - [Training a Deep Neural Network + TensorFlow.Keras](https://github.com/bansalkanav/Machine_Learning_and_Deep_Learning/tree/master/Module%207%20-%20Deep%20Learning/02.%20Training%20Deep%20Neural%20Network) |
| 90 | + - [Convolutional Neural Network + TensorFlow.Keras](https://github.com/bansalkanav/Machine_Learning_and_Deep_Learning/tree/master/Module%207%20-%20Deep%20Learning/03.%20Convolutional%20Neural%20Network) |
| 91 | + - [Auto Encoders for Image Compression](https://github.com/bansalkanav/Machine_Learning_and_Deep_Learning/tree/master/Module%207%20-%20Deep%20Learning/04.%20Auto%20Encoder%20(Deep%20Generative%20Models)) |
85 | 92 | - Recurrent Neural Network (Coming Soon) |
86 | 93 |
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87 | 94 |
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