Data Scientist
Data & Artificial Intelligence
Analyzes complex data to uncover patterns and build predictive models.
Roadmap
Step 1
Learn Python or R
Master languages used for data analysis.
Step 2
Study Statistics and Probability
Understand fundamentals for analyzing data.
Step 3
Explore Machine Learning
Learn algorithms and build predictive models.
Step 4
Practice Data Visualization
Use tools like Matplotlib, Seaborn, or Tableau.
Step 5
Work on Real Datasets
Complete projects with datasets to showcase your skills.
Recommended Certificates
IBM Data Science Professional Certificate
Offered by Coursera/IBM
Covers data science tools and machine learning.
Skills: Python, Pandas, ML
Microsoft Certified: Data Scientist Associate
Offered by Microsoft
Certification for applied data science.
Skills: Azure ML, Python, Data Analysis
Google Cloud Professional Data Scientist
Offered by Google Cloud
Covers ML and AI deployment on GCP.
Skills: TensorFlow, MLops