1200,-€ (excl. VAT)
Cost
4 Days
Duration
Participants will acquire the skills to write Python programs, manipulate and analyze data, create compelling data visualizations, and understand the basics of statistical analysis and machine learning. By the end of the Bootcamp, participants will be well-prepared to advance to more complex topics in machine learning.
Learning Objectives
No prior knowledge of programming or data science is required. Familiarity with basic mathematical concepts is beneficial.
Prerequisites
This Bootcamp is designed for anyone interested in harnessing the power of Python for data analysis and visualization. It's ideal for aspiring data scientists, analysts, or anyone curious about entering the field of data science and machine learning. Whether you're starting from scratch or looking to solidify your Python foundations before moving on to more advanced topics, this course is for you.
Who Should Attend
Join our Python for Data Science Bootcamp to become skilled in using Python for insightful data analysis. This course covers everything from basic Python programming to introductory machine learning. Learn to write programs, manage data, create visual charts, and understand statistics used in machine learning. Through practical projects using actual datasets, you'll get valuable hands-on experience. This course is designed to make complex concepts easy to grasp and apply.
Course Description
Python Fundamentals:
Basic Python syntax, variables, data types
Lists, indexing, slicing, functions, and methods
Introduction to object-oriented programming
Structuring Programs:
Conditional statements and control flow tools
If/Else Statements, Boolean Operations
Loops, dictionaries, and package management
Arrays & Dataframes:
Importing and cleaning data with NumPy and Pandas
Working with Pandas dataframes
Data wrangling and descriptive statistics
Analyzing & Visualizing Data:
Data analysis with Pandas, NumPy, and Matplotlib
Filtering, grouping, pivoting data for insights
Creating visualizations like bar charts and histograms
Course Outline
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Karl-Gruneklee Strasse 22,
37077, Gottingen
Germany