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Python for Data Science

Python has become the go-to language for machine learning and data science. This FREE two-week course will introduce learners to the fundamentals of scientific Python through a fast-paced, interactive experience. You’ll learn how to use core Python DS libraries (Pandas and Numpy) on real Airbnb data, and practice your skills with hands-on projects!

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Samir Sen
Founder & CEO, Flair Labs
Real-world projects that teach you industry skills.
Learn alongside a small group of your professional peers
Part-time program with 2 live events per week:
Lecture
Monday @ 4:00 PM UTC
Project Session
Wednesday @ 4:00 PM UTC
Next Cohort
March 13, 2023
Duration
2 weeks
Price
Free
or included with membership

Course taught by expert instructors

Instructor Photo
Affiliation logo

Samir Sen

Founder & CEO, Flair Labs

Samir’s industry experience includes building and deploying large-scale cloud infrastructure on the ML Platform teams at Apple and Microsoft. He received his bachelor’s and master’s in CS and AI from Stanford University where he was a TA for numerous machine learning and NLP courses.

The course

Learn and apply skills with real-world projects.

Project
Use Numpy to perform calculations on Airbnb listing data, and create a visualization of your analysis using Streamlit.
    Learn
    • File Input/Output
    • Computation On Arrays
    • Aggregation
    • Slicing, Indexing, and Modifying Arrays
    Project
    Use Pandas to clean and preprocess your data for modeling, and package the results as another Streamlit app.
      Learn
      • Pandas Data Structures
      • Operating on Data in Pandas
      • Handling Missing Data
      • Combining Datasets

      Real-world projects

      Work on projects that bring your learning to life.
      Made to be directly applicable in your work.

      Live access to experts

      Sessions and Q&As with our expert instructors, along with real-world projects.

      Network & community

      Core reviews a study groups. Share experiences and learn alongside a global network of professionals.

      Support & accountability

      We have a system in place to make sure you complete the course, and to help nudge you along the way.

      Course success stories

      Learn together and share experiences with other industry professionals

      Having the opportunity to learn from other peers in the industry and the fabulous instructors was priceless. Their willingness to go the extra mile and immerse themselves with the cohort upon their work and life commitments was unmatched!

      Emmanuel Osei BoatengData Analytics Engineer

      Samir was my instructor for my Stanford CS course, and there is no one better at explaining complex topics in bite-sized and fully understandable pieces. He helped go through many hands-on examples for each of the course concepts so students could get a deep and intuitive understanding of all of the course materials. I highly recommend Samir for anyone looking to get the most out of their learning experience.

      Sujeet KumarFormer Stanford CS Student & Architect at JP Morgan

      This course is for...

      Anyone with some programming knowledge interested in becoming a Data Analyst, Data Scientist or Machine Learning Engineer.

      Software Engineers skilled in programming looking for a career change into data science.

      Financial Analysts, Accountants, or other professionals looking to learn Python for powerful analysis.

      Prerequisites

      Comfort with Python fundamentals (as covered in CoRise Python Crash Course or elsewhere) - variables, functions, lists, loops, dictionaries

      Frequently Asked Questions

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