Baltimore Python for Data Analysis (3 Sessions)
Python is a powerful programming language that is a very popular tool in Data Science and analytics workflows. While MS Excel has long held the crown as the most popular analytics tool in all departments and at all levels of business, Python is quickly bubbling to the top as a much better alternative for big data sets, that can do everything Excel can, and more. If you have been working with Excel and are ready to try Python for your analysis work, then this is the course for you! Whether you have experience programming, or are looking to get started for the first time, this course will put you on the fast track to honing your skills. Takeaways Learn up-to-date skills in live online sessions with a Harvard instructor. Get your Certificate of Completion of Python for Data Analysis, and showcase it on your LinkedIn profile. Translate everything you do in Excel into Python. Get hands-on experience writing Python code. Produce insightful data visualizations. Conduct important data analysis tasks such as reading, summarizing, filtering, and sorting data. By the end of the workshop you will have covered: the essentials of programming in Python; the tools of the trade; hands-on programming experience that you'll be able to immediately apply to data analytics. This course is designed as a stand-alone introduction to the data analysis aspects of Python. What our students say "This was a fantastic workshop. Claudia is a great teacher and super knowledgeable. She really helped us feel heard, and explained complicated concepts in an accessible way." "The instructions were clear, and the class was well-paced. Thank you!" "Great class! Claudia is knowledgeable and engaging." How our sessions work We host these live online classes out of our office in Cambridge, MA. Guests tune in online to watch the live presentations. During the presentation, we set up a question and answer platform where participants can submit questions and have them answered. You'll be sent the webinar access information the week before the start of the course. This online-only bootcamp has three sessions, from 6:30pm - 8.00pm EST on July 25, August 1, and August 8. Curriculum Session 1: Tuesday, July 25, 6:30pm - 8pm EST - Python basics - The Jupyter environment - Simple data types - Lists Session 2: Tuesday, August 1, 6:30pm - 8pm EST - Functions - Importable modules - Pandas basics: dataframes, series, slicing, filtering Session 3: Tuesday, August 8, 6:30pm - 8pm EST - Advanced Pandas - Aggregation and summarization - Visualization - Data cleaning Prerequisites Some comfort with computers is needed. Some familiarity with Excel is useful. Please install the Anaconda distribution on your laptop before class. About the instructor Claudia Virlanuta Claudia is a Data Scientist and Co-Founder at Edlitera, an education company dedicated to enabling people to future-proof themselves and close the technical skills gap. In addition to Edlitera, Claudia also holds an Adjunct Faculty position at Harvard University. Prior to starting Edlitera, Claudia earned her degree in Economics from Yale, and worked in biotech, marketing technology, and most recently in ecommerce on Wayfair’s Data Science team. She is a passionate advocate for diversity in tech, and she is also the founder of Data Women, a Boston-area group for women in Data Science and Analytics. Refund policy Unfortunately, there are no refunds available for this course.