Publish in core platform
Target audienceDigital skills for ICT professionals and other digital experts.
Digital technology / specialisationBig Data
Digital skill levelIntermediate
Geographic Scope - CountryEuropean Union
Industry - Field of Education and TrainingDatabase and network design and administration
Type of initiative
Target groupPersons in tertiary education (EQF 6)
Typology of training opportunities
lab / simulation / practice coursework
Up to 1 week
Is this course free
Is the certificate/credential free
Type of training record
Part time light
Embark on an immersive journey towards becoming a proficient Data Scientist with Python for Data Science and Machine Learning Bootcamp in Udemy. This immersive course equips you with the skills to dissect data, craft captivating visualizations, and apply robust machine learning algorithms with tailored examples and explanations.
Designed for individuals with at least some programming experience, this course caters to both beginners and experienced developers looking to transition into Data Science. Featuring 25 hours of on-demand video content, 13 articles, 5 downloadable resources, and accessible on mobile and TV platforms, this course offers a complete learning experience with a certificate of completion as a testament to your expertise.
What will you learn?
Topics span from programming with Python to cutting-edge machine learning techniques. The curriculum covers a wide array of subjects, including NumPy, Pandas, web scraping, data visualization with Matplotlib, Seaborn, and Plotly, as well as a thorough exploration of machine learning concepts with SciKit-Learn. Below are a handful of subjects you’ll be delving into:
- Master Python for Data Science and Machine Learning
- Dive into Big Data Analysis using Spark
- Implement a wide range of Machine Learning Algorithms
- Harness the power of NumPy for numerical data manipulation
- Perform advanced data analysis with Pandas
- Create stunning visualizations using Matplotlib
- Generate insightful statistical plots with Seaborn
- Craft interactive, dynamic visuals with Plotly
- Execute machine learning tasks proficiently with SciKit-Learn
- Explore essential topics like K-Means Clustering, Logistic Regression, Linear Regression, Random Forests, Natural Language Processing, Neural Networks, and Support Vector Machines.