Gulab Patel

Gulab Patel

Bengaluru, Karnataka, India
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Education

  • Indian Institute of Technology (Banaras Hindu University), Varanasi Graphic

    Indian Institute of Technology (Banaras Hindu University), Varanasi

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    Activities and Societies: Lectures, Assignments, quizzes, Group Discussion, Project

    * Python Foundations
    * Data Wrangling(SQL)
    * Storytelling with Data(Matplotlib and Seaborn)
    * Statistics for Data Science(Descriptive & Inferential Statistics, Hypothesis Testing, Correlation, Regression, A/B Testing, EDA)
    * Foundations of Machine Learning(Regression, Classification, Clustering, Regularization, Cross-validation, scikit-learn, Boosting Algorithms)
    * Deep Learning In-Depth(NN, Backpropagation, DNN, RNNs, CNNs, MLPs, LSTMs, GANs, Keras, TensorFlow, PyTorch)
    *…

    * Python Foundations
    * Data Wrangling(SQL)
    * Storytelling with Data(Matplotlib and Seaborn)
    * Statistics for Data Science(Descriptive & Inferential Statistics, Hypothesis Testing, Correlation, Regression, A/B Testing, EDA)
    * Foundations of Machine Learning(Regression, Classification, Clustering, Regularization, Cross-validation, scikit-learn, Boosting Algorithms)
    * Deep Learning In-Depth(NN, Backpropagation, DNN, RNNs, CNNs, MLPs, LSTMs, GANs, Keras, TensorFlow, PyTorch)
    * Computer Vision Toolbox(Object Detection, image segmentation)
    * Natural Language Processing Toolbox(BOW, TF-IDF, word2vec, GloVe, FastText, StarSpace, DL for NLP, Chatbots, NLTK, spaCy)
    * Miscellaneous Applications Toolbox(Time Series, Recommendation Systems)
    * Deploying AI Systems to Production(PySpark, PyTorch, Spark)

    Detail syllabus is available on "https://iitk.ac.in/new/data/iitk/"

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    Data Science course I ( Data Processing using R programming, Data Aggregation, Transformation, Visualization, Various Machine Learning Tools)

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    Mathematics, Computing, Probability&Statistics, Optimization, Algebra

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