About the Course
IBM offers a 1-month Data Science 101 course designed to provide a foundational understanding of data science, focusing on essential concepts and tools needed to begin a career in this field.
Course Duration
1 Month – This intensive course covers key topics in data science, with practical exercises to reinforce learning.
Course Topics Include:
Introduction to Data Science
Overview of data science and its applications.
Understanding the data science workflow and the role of a data scientist.
Python for Data Science
Introduction to Python programming for data analysis.
Working with libraries like Pandas, NumPy, and Matplotlib.
Data Exploration and Visualization
Basic techniques for exploring and analyzing data.
Creating visualizations to extract meaningful insights from data.
Data Cleaning and Preprocessing
Techniques for handling missing data and outliers.
Preparing datasets for analysis using data wrangling methods.
Introduction to Machine Learning
Overview of machine learning and key algorithms.
Implementing basic machine learning models, such as regression and classification.
Assessment & Certification
At the end of the course, learners will complete an online assessment to test their understanding. Upon successful completion, participants will receive an IBM Data Science 101 certificate to enhance their career prospects in the data science field.
This course provides a solid foundation in data science, helping learners build essential skills for further exploration and career development in the field.
Course overview
about IBM
Key Points about IBM Certifications:
1. Variety of Certifications: IBM offers certifications in various fields, including data science, AI, cloud computing, and cybersecurity, catering to diverse professional interests.
2. Structured Learning: Each program features a defined learning path, often with prerequisites, hands-on labs, and assignments to reinforce knowledge.
3. Practical Experience: Certifications include real-world projects and assignments, ensuring learners can apply concepts effectively in business scenarios.
4. Global Credibility: IBM certifications are widely recognized and respected, enhancing professionals' resumes and career prospects.
5. Resource Access: Certified individuals have access to extensive resources, including study materials and networking opportunities with peers and industry experts.
