Road to Data Science: Different Career Paths | Basics of Machine Learning | DataHour

Описание: In this DataHour, Sumit will cover the following topics:

1. Overview of the Data Science field.
2. Different career paths in the data domain.
3. How to start a career in Data Science?
4. Details of 3 major career paths: Data Engineering, Data Modelling and Data Visualization.
5. Tools and skill sets required to excel in the Data Science field.
6. Career in Machine Learning domain.
7. Supervised and unsupervised learning algorithms.
8. What is a Machine Learning pipeline ?
9. Evaluation of a Machine Learning model and its usage in the real world.

Sections:
00:00:00 Introduction to Topic / Speaker
00:17:25 Careers in Data Domain
00:51:40 Introduction to Machine Learning
00:57:26 Machine Learning Pipeline
01:03:45 Hands on Practical Example
01:36:41 Q & A

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