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MJanbandhu/README.md
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Software Engineer | Data Scientist | AI/ML/DL | CS Practitioner

Graduated Bachelor of Engineering in Information Technology.

Looking For collaborate on AI/ML/DL Projects.





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My Projects

Data Science Project
Project Name Description Technologies Used Algorithms Used
Employee Performance Analysis (IABAC) Analyze employee performance data to identify trends and patterns. Python NumPy Pandas Matplotlib Seaborn scikit-learn PCA, Decision Trees, Random Forest, Supper Vector Machine, Gradient Boosting, XG-Boost, K-Nearest Neighbors, Artificial Neural Network
RiceLeafDiseaseDetection Classify rice leaf diseases based on images. Python NumPy Pandas Matplotlib
Seaborn Keras TensorFlow
Neural Networks, Convalution Neural Network(CNN)
Protugese Bank Marketing Predict whether a client will subscribe to a term deposit based on marketing campaigns. Python NumPy Pandas Matplotlib Seaborn scikit-learn Logistic Regression, Gradient Boosting, XG-Boost, Decision Trees, Random Forest, Supper Vector Machine, K-Nearest Neighbors, Artificial Neural Network









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Notes and Implementation Files

Topic Notes
Pandas - **************************************************************************************************************
Numpy - ****
Model Training - ***********
Evaluation Metrics - ******
Deployment Strategies - **********

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UpComming Projects

Project DS/AI/ML
Project Name Description Technologies PyPI (Package Name)
ChatBot Creating a simple rule-based chatbot using Python. This chatbot can understand user input and provide predefined responses based on the detected intent of the input. NLTK Keras NumPy JSON HDF5PyPI Uploading Package soon
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  1. PortugeseBankMarketingProject PortugeseBankMarketingProject Public

    The data is related with direct marketing campaigns (phone calls) of a Portuguese banking institution. The classification goal is to predict if the client will subscribe to a term deposit (variable…

    HTML

  2. Machine-Learning Machine-Learning Public

    Machine Learning Algorithms

    Jupyter Notebook 2

  3. RiceLeafDiseaseDetection RiceLeafDiseaseDetection Public

    This dataset contains 120 jpg images of disease-infected rice leaves. The images are grouped into 3 classes based on the type of disease. There are 40 images in each class. Classes 2. Leaf smut 3. …

    Jupyter Notebook

  4. Visualization-with-Seaborn-and-MatLab Visualization-with-Seaborn-and-MatLab Public

    Jupyter Notebook 2

  5. DeepLearning DeepLearning Public

    I'm posting deep learning concept who has learned by me.

    Jupyter Notebook 1