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.
Literally everything with data!! π
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.
-
Tableau (Certified)
-
Power BI
- Apache Spark (pyspark), HiveQL, Impala
-
AWS : EC2, S3, Redshift, Amazon Sagemaker
-
Azure: Azure Databricks
Alteryx, Lavastorm, SSIS
- 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
Windows OS, Mac OS, Jupyter Notebook, R Studio (for R), Pycharm (for Python) , IntelliJ Idea (for Java)
One and only GitHub β€οΈ
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 |