Pinned Repositories
100-DaysOf-Code-dataScience
ADPE2E
Azure Data Platform End-to-End
Awesome-Azure-Advanced-Analytics
Awesome big data and advanced analytics resources for the Microsoft Azure Cloud
awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
awesome-production-machine-learning
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
azure-synapse-analytics-end2end
Azure Analytics End to End with Azure Synapse - Deployment Accelerator
best-of-ml-python
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
bhaskar_remote
big-data-with-pyspark
Notebooks/materials on Big Data with PySpark skill track from datacamp (primarily). Also, contains books/cheat-sheets.
books
:books: Books worth reading
mallu-bhaskar-reddy's Repositories
mallu-bhaskar-reddy/Real-Time-PySpark
This project introduces PySpark, a powerful open-source framework for distributed data processing. We explore its architecture, components, and applications for real-time data analysis.
mallu-bhaskar-reddy/tiny_python_projects
Code for Tiny Python Projects (Manning, 2020, ISBN 1617297518). Learning Python through test-driven development of games and puzzles.
mallu-bhaskar-reddy/Databricks-Certified-Data-Engineer-Associate-Questions
This repo contains "Databricks Certified Data Engineer Associate" Questions and related docs.
mallu-bhaskar-reddy/bhaskar_remote
mallu-bhaskar-reddy/100-DaysOf-Code-dataScience
mallu-bhaskar-reddy/pcc_3e
Online resources for Python Crash Course, 3rd edition, from No Starch Press.
mallu-bhaskar-reddy/spotify-stream-analytics
Generate synthetic Spotify music stream dataset to create dashboards. Spotify API generates fake event data emitted to Kafka. Spark consumes and processes Kafka data, saving it to the Datalake. Airflow orchestrates the pipeline. dbt moves data to Snowflake, transforms it, and creates dashboards.
mallu-bhaskar-reddy/best-of-ml-python
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
mallu-bhaskar-reddy/community
Public feedback discussions for: GitHub Mobile, GitHub Discussions, GitHub Codespaces, GitHub Sponsors, GitHub Issues and more!
mallu-bhaskar-reddy/must-read-papers-for-ml
Collection of must read papers for Data Science, or Machine Learning / Deep Learning Engineer
mallu-bhaskar-reddy/machine-learning-zoomcamp
Learn ML engineering for free in 4 months!
mallu-bhaskar-reddy/awesome-production-machine-learning
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
mallu-bhaskar-reddy/ML-For-Beginners
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
mallu-bhaskar-reddy/awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
mallu-bhaskar-reddy/SQL-Practice
Solutions to Problems For SQL on Leetcode, Hackerrank & DataLemur
mallu-bhaskar-reddy/data-engineer-handbook
This is a repo with links to everything you'd ever want to learn about data engineering
mallu-bhaskar-reddy/oozie-to-airflow
Oozie Workflow to Airflow DAGs migration tool
mallu-bhaskar-reddy/mml-book.github.io
Companion webpage to the book "Mathematics For Machine Learning"
mallu-bhaskar-reddy/End-to-End-Azure-Data-Engineering
Local SQL Database ---> Azure ---> Power BI
mallu-bhaskar-reddy/mit-deep-learning-book-pdf
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
mallu-bhaskar-reddy/machine-learning-interview
Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.
mallu-bhaskar-reddy/Machine-Learning-Tutorials
machine learning and deep learning tutorials, articles and other resources
mallu-bhaskar-reddy/Data-Analysis-and-Machine-Learning-Projects
Repository of teaching materials, code, and data for my data analysis and machine learning projects.
mallu-bhaskar-reddy/data_engineer_resources
mallu-bhaskar-reddy/ADPE2E
Azure Data Platform End-to-End
mallu-bhaskar-reddy/pyspark-example-project
Implementing best practices for PySpark ETL jobs and applications.
mallu-bhaskar-reddy/dbt_demo
mallu-bhaskar-reddy/TensorFlow-Examples
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
mallu-bhaskar-reddy/ml-class
Machine learning lessons and teaching projects designed for engineers
mallu-bhaskar-reddy/Databricks-python
Data bricks Implementation with pyspark