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Technology

Pandas

Pandas is a critical skill in modern technology. Master it through hands-on projects, curated resources, and community-driven learning. Complete learning hub with 100+ sources from across the internet.

Salary Range
$85k – $180k
Jobs Available
12,000+
Demand Score
78/100
Time to Learn
3-6 months to job-ready

Complete Pandas Learning Hub

Every free & paid resource, tool, community, and platform to master Pandas

Top GitHub Repositories

15 trending repos to learn from

pandas-dev/pandas

Python
50,321

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

donnemartin/data-science-ipython-notebooks

Python
29,387

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AW

sinaptik-ai/pandas-ai

Python
23,927

Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG.

Data-Centric-AI-Community/fg-data-profiling

Python
13,747

1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.

tangyudi/Ai-Learn

13,455

人工智能学习路线图,整理近200个实战案例与项目,免费提供配套教材,零基础入门,就业实战!包括:Python,数学,机器学习,数据分析,深度学习,计算机视觉,自然语言处理,PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-in

guipsamora/pandas_exercises

Jupyter Notebook
13,313

Practice your pandas skills!

modin-project/modin

Python
10,391

Modin: Scale your Pandas workflows by changing a single line of code

lance-format/lance

Rust
7,253

Open Lakehouse Format for Multimodal AI. Convert from Parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, and

5 books curated from Google Books

Salary Impact of Pandas

Estimated earning potential across career levels

Entry Level (0-2y)
$50-80k
₹4 – ₹8 LPA India
Mid-Level (2-5y)
$80-140k
₹8 – ₹18 LPA India
Senior (5+y)
$140-250k+
₹18 – ₹40+ LPA India

Salary ranges are market estimates and vary significantly based on primary job title, location, and seniority level.

How strong is your Pandas?

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