Comprehensive Data Science Interview Preparation

About Course

The Data Science Interview Preparation programme aims to equip learners with essential knowledge and skills required for successful interviews in the field of data science. This self-paced 10-hour programme covers a comprehensive range of topics, providing a deep dive into data science concepts.

Course Content

Section 1

Discussion on the role and responsibilities of data scientist in an organization
Introduction to Data Science – Part A
Introduction to Data Science – Part B

Comprehensive Data Science Interview Preparation

About Course

What Will You Learn?

Course Content

Section 1

Discussion on the role and responsibilities of data scientist in an organization

Introduction to Data Science – Part A

Introduction to Data Science – Part B

Section 2

Basics for Data Science – Part A

Basics for Data Science – Part B

Basics for Data Science- Part C

Decision Tree – Employee Attrition classification

Multi-layer Neural Network and Training using Keras API & TensorFlow

Section 3

Overview of SQL Queries

Overview of Machine Learning

Chat-bot for Bank Account Opening – Part A

Chat-bot for Bank Account Opening – Part B

Sentiment Analysis – Part A – Cleaning & ML Classifier

Sentiment Analysis – Part B – Vader Sentiment Analysis

Sentiment Analysis – RNN Sentiment Analysis – Model Building and Model Prediction

Section 4

SparkML Model Prediction

Recap the Key Concepts and Skills

Problem Solving and Effective Communication

Encourage Continuous Learning and Practical Experience

Latest Advancement in Data Science

Section 5

SparkML Model Prediction

Section 6

Recap the Key Concepts and Skills

Problem solving and effective communication

Encourage continuous learning and practical experience

Latest Advancement in Data Science