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kazitoufiq/README.md

Hi there 👋

alt text

About-Me

Who Am I?

My name is Kazi Toufiq Wadud. I live in Melbourne. I'm a data science enthusiast. Since 2012, I've embarked on my journey in data analytics, data science & data engineering domain and still continuing that data journey every day in, day out.

What do I do?

Literally everything with data!! 😊

Coding Skills

Languages: R, Python, Java, SQL, HTML, CSS, JavaScript

Libraries:

  • Python : NumPy, Pandas, Scikit-Learn, SciPy, Matplotlib etc.
  • R : dplyr, data.table, tidyr, ggplot2, plotly, purrr, caret, sp, igraph, tsclust, prophet etc.

Tools/Platforms

BI Tools:

  • Tableau (Certified)

  • Power BI

Bigdata Framework:

  • Apache Spark (pyspark), HiveQL, Impala

Cloud:

  • AWS : EC2, S3, Redshift, Amazon Sagemaker

  • Azure: Azure Databricks

ETL Tool

Alteryx, Lavastorm, SSIS

Data Science & Analysis Skills

  • Exploratory Data Analysis
  • Unsupervised Machine Learning (K-means, k-medoids, DBSCAN)
  • Timeseries clusteirng (distance method - eucledian, corss-corelation, dynamic time-warping)
  • Supervised Machine Learning (Decision Tree, Random Forest, XGBOOST, GBM, Naive Bayes, Logistic Regression)
  • Timeseries forecasting (Facebook's prophet)
  • Ensemble Methods
  • Hypothesis Testing
  • Model Development & Evaluation Metrics
  • Data Wrangling
  • Data Visualization
  • Quantitative Methods

Development Environment

Windows OS, Mac OS, Jupyter Notebook, R Studio (for R), Pycharm (for Python) , IntelliJ Idea (for Java)

Version Control:

One and only GitHub ❤️

My Tertiary Education

Academic Qualification Institution
Graduate Diploma in Data Science The University of Melbourne
MBA (Major:Finance) IBA, The University of Dhaka
B.Sc. in Electrical & Electronic Engineering Islamic University of Technology (IUT), Dhaka

Pinned Loading

  1. anomaly-detection-using-time-series-clustering anomaly-detection-using-time-series-clustering Public

  2. ML-model-deployment-in-Heroko ML-model-deployment-in-Heroko Public

    A simple Liner Regression model (which can predict salary based on 3 features) trained using sklearn and deployed for consumption on Heroku (Platform as a Service)

    Python

  3. Network-Modelling-Data-Processing Network-Modelling-Data-Processing Public

    R

  4. accessing-soap-api-using-Zeep-in-Python accessing-soap-api-using-Zeep-in-Python Public

    Python

  5. TableauViz TableauViz Public

    Tableau Reports/Dashboards

    1

  6. simulation-output-file-processing-in-python simulation-output-file-processing-in-python Public

    Jupyter Notebook