sunkumx / the-grand-complete-data-science-materials Goto Github PK

👋 Hi there! I'm Sunil Kumar

Welcome to my digital garden!

I'm a Senior Data Scientist passionate about leveraging advanced analytics and modeling techniques to drive impactful business outcomes. I spend my days exploring the realms of machine learning, statistical analysis, and data visualization. This repository is a space where I nurture my ideas, share knowledge, and collaborate with others. Feel free to wander through my projects, explore my thoughts, and engage in conversation!

🚀 Technical Skills

• Programming Languages: Python, SQL, R
• Statistics: Hypothesis Testing, ANOVA, P-Test, T-Test, Paired T-Test, Z-Test, Chi-Square Test
• Programming Environments: Jupyter Notebook, PyCharm, Google Colab, VSCode, RStudio
• Machine Learning and Deep Learning Frameworks: Scikit-learn, TensorFlow, Keras, PyTorch
• Data Manipulation and Analysis: Pandas, NumPy, SciPy
• Natural Language Processing (NLP): NLTK, spaCy, Gensim, TextBlob, Transformers (Hugging Face)
• Feature Engineering and Selection: Featuretools, Scikit-learn
• Model Evaluation and Validation: Cross-validation, Hyperparameter Tuning, Evaluation metrics (Accuracy, Precision, Recall, F1-Score)
• Big Data Technologies: Hadoop, Spark
• Version Control and Collaboration: Git, GitHub, GitLab
• Data Warehousing: Snowflake, Amazon Redshift, Google BigQuery
• Deployment and Productionization: Docker, Kubernetes
• Data Visualization: Tableau, Power BI, Matplotlib, Seaborn, Orange
• Project Management Tools: GitHub, Jira

Here's a glimpse of what you'll find:

Projects:

• Combined Cycle Power Plant : Link

Publications:

1. Work in progress..

Medium Articles:

Developing a habit of starting to write on Medium. Expect an article real soon! 👍

Want to grow together?

👯 Start a conversation! I'm always up for discussing data science. Contribute to my projects! Help me make them even better. Star my repositories! It's like planting a seed of encouragement. Share my work! Help my ideas spread and flourish. Let's connect and create something amazing! ✨

📫 You can find me on:

• 🔗: https://www.linkedin.com/in/sunkumx/
• 📧: [email protected]
• 📰: https://medium.com/@sunkumx

I'm always learning and evolving, so stay tuned for new growth! 🚀🚀🚀