Programming Skills

Python

R

SQL

Data Analysis and Visualization

Exploratory Data Analysis

Data Visualization

Multivariate Analysis

Data Wrangling and Transformation

Time Series Analysis and Visualization

Storytelling with Data

Mathematics and Statistics

Statistics

Calculus

Linear Algebra

Machine Learning

Fundamental Algorithms

Model Evaluation and Validation

Unsupervised Learning Techniques

Optimization Techniques

Model Deployment and Productionalization

Scikit-learn

Supervised Learning Techniques

Reinforcement Learning

Handling Imbalanced Data

Lifelong and Continual Learning

Deep Learning

Neural Networks

TensorFlow

Data Management

Database Management Systems

Data Integration

Data Governance

Data Warehousing

Data Quality and Cleaning

Data Security and Privacy

Big Data Technologies

Apache Spark

Apache Hadoop

Version Control

Git

Softwares & Platforms

Jupyter Notebook

Visual Studio

PowerBI

MySQL

Google Colab

Tableau

SQLServer