Data Scientists are analytical experts who extract valuable insights from data. They employ statistical analysis, machine learning, and programming to solve complex problems and drive informed business decisions.
Top Skills:
Statistical Analysis
Machine Learning
Programming (Python, R)
Data Visualization
Big Data Tools (Hadoop, Spark)
SQL
Critical Thinking
Resources:
Data Science Specialization by Johns Hopkins University on Coursera
Kaggle: Platform for data science competitions and learning resources.
Towards Data Science: A Medium publication with insightful articles on data science.
Role: Machine Learning Engineers design and deploy machine learning models into production. They work on the implementation and scalability of algorithms, ensuring real-time processing and accurate predictions.
Top Skills:
Advanced Programming (Python)
Machine Learning Frameworks (TensorFlow, PyTorch)