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AkkyPali/README.md

Hi, I am Akanksha

Working on building a scalable, hardware agnostic Artificial Intelligence / Computer Vision platform for high frequency tracking of shelf inventory for Walmart.

I have more than 4 years of experience in product, marketing & e-commerce analytics. With a recent MS Business Analytics graduate (CGPA 3.96) from San Francisco State University. I am extremely excited about working on Data Problems. When I'm not working or reading, I like to spend my hours actively (running/hiking/Weight Training) & tinkering on data science projects

I have skills in :

  • Data manipulation & Modeling using Python (OpenCV, Pandas, NumPy, scikit, matplotlib, TensorFlow)
  • Data wrangling using SQL
  • Data Visualisation using MS Excel & Tableau.
  • Statistical analysis, Hypothesis testing(A/B Testing)

Skills and Expertise Data Analysis: Data Modelling, Data Wrangling, Python (Pandas, NumPy, scikit, matplotlib, TensorFlow), Django, SQL, R, SPSS, MATLAB, Statistical analysis, Hypothesis testing, Big Data analytics

Machine Learning: Supervised learning (KNN, Random Forest, Regression Analysis, General linear models , Naïve Bayes Classifiers, CHAID, Gradient Descent), Unsupervised learning(K-means, PCA, Clustering), Neural Networks, Ensemble Methods, Regularizations

Data Visualization/Dashboard: Tableau, Advanced MS Excel, Microsoft Power BI looker

Product & Marketing: Campaigns management, Marketing - Sales funnels, Marketing Automation, A/B testing, Market Basket Analysis, Sentiment Analysis, User Journey Analysis, Google Analytics, CRMs

Cloud: AWS(SageMaker, Redshift, EC2, S3), GCP

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  1. gesture_recognition gesture_recognition Public

    Python 1

  2. ad_click_predictive_modeling ad_click_predictive_modeling Public

    Jupyter Notebook 1

  3. pacman pacman Public

    Python

  4. BuyLotsofFruits BuyLotsofFruits Public

    Python 1

  5. leetcode_sql leetcode_sql Public

    Leetcode SQL questions along with solutions

  6. sql_faqs sql_faqs Public

    List of questions asked in Interviews with solutions