This mini-course is intended to apply foundational Python skills by implementing different techniques to collect and work with data. Assume the role of a Data Engineer and extract data from multiple file formats
Applying software engineering principles for reliable and maintainable projects Engage in hands-on projects to reinforce your learning and gain practical experience tackling real-world data engineering challenges. Master Data Pipelines and Workflow Automation ...
interactive course, join instructor Deepak Goyal to practice performing a wide range of data engineering tasks in Python to boost your technical know-how, prepare for an interview, or land a new role. This course includes Code Challenges powered ...
Allow all 40 Essential Python Libraries for Data Science & Machine Learning 1. NumPy 2. Pandas 3. Matplotlib 4. Seaborn 5. SciPy 6. Scikit-learn 7. TensorFlow 8. Keras 9. PyTorch 10. LightGBM 11. XGBoost 12. Statsmodels 13. NLTK (Natural Language Toolkit) ...
Data engineering provides the foundation for data science and analytics, and forms an important part of all businesses. This book will help you to explore various tools and methods that are used for understanding the data engineering process using Python. The book will show you how to tackle cha...
In this session, you'll see a full data workflow using some LIGO gravitational wave data (no physics knowledge required). You'll see how to work with HDF5 files, clean and analyze time series data, and visualize the results.
It is ideal for students who want to learn the beauty of Programming, as well as those who need to prepare interviews with programming problems. 2. HelloGitHub (5th ranked, 80k stars) This repo gathered a collection of interesting projects on GitHub. Most of them are at entry level. It ...
projectsdata-analysisdata-science-challengesdata-analysis-pythondata-science-projectsdata-analysis-projectdata-analytics-project UpdatedJan 7, 2024 Jupyter Notebook SounderPy is an open-source Python package for retrieving, processing, and visualizing atmospheric sounding data. ...
On-demand Python development for web, AI, and data projects. Work with Europe's largest Python dev team, ready to join your project in under 2 weeks.
Additionally, the module will showcase real-life applications of Python in solving data-related problems. Learners will explore various data science projects and case studies where Python plays a crucial role, such as data cleaning, data manipulation, statistical analysis, and machine learning.By the...