Data Science Interview preparation – Day 5/30
Data Science Interview preparation
Welcome to the Data Science Interview preparation. Today we will cover some basic topics on SQL, Python, Machine learning, and Case studies. Let’s get started with the Data Science Interview preparation.
Videos to cover for Data Science Interview preparation :
- To prepare for your data science Interview you should firstly polish your programming skills. For that you can use Prime Number in Python| Part 6 | Code in Python for Data Science | The Data Monk.
- Simultaneously go for some practice in SQL from Aggregate functions in SQL | Part 4 | Data Science interview Questions. In the video you will learn about Aggregate functions.
- Also after that remember to revise your statistics in Distribution in Statistics | Part 4 | Complete Statistics Tutorial | The Data Monk where you will learn Distribution statistics.
- Know your Machine learning models such as Performing Exploratory Data Analysis EDA in Data Science | Part 0 | Machine Learning in Python. In this tutorial you will be exploring a data set and perform an analysis.
- Data visualization can be learned from Line and Bar Plot in Python | Part 4. In this video you shall learn about making Line and Bar graphs and their applications.
5 videos for Day 5
The Data Monk Interview Books – Don’t Miss
Now we are also available on our website where you can directly download the PDF of the topic you are interested in. At Amazon, each book costs ~299, on our website we have put it at a 60-80% discount. There are ~4000 solved interview questions prepared for you.
10 e-book bundle with 1400 interview questions spread across SQL, Python, Statistics, Case Studies, and Machine Learning Algorithms – Ideal for 0-3 years experienced candidates
23 E-book with ~2000 interview questions spread across AWS, SQL, Python, 10+ ML algorithms, MS Excel, and Case Studies – Complete Package for someone between 0 to 8 years of experience (The above 10 e-book bundle has a completely different set of e-books)
12 E-books for 12 Machine Learning algorithms with 1000+ interview questions – For those candidates who want to include any Machine Learning Algorithm in their resume and to learn/revise the important concepts. These 12 e-books are a part of the 23 e-book package
Important Resources to crack interviews (Mostly Free)
There are a few things which might be very useful for your preparation
The Data Monk Youtube channel – Here you will get only those videos that are asked in interviews for Data Analysts, Data Scientists, Machine Learning Engineers, Business Intelligence Engineers, Analytics Manager, etc.
Go through the watchlist which makes you uncomfortable:-
All the list of 200 videos
Complete Python Playlist for Data Science
Company-wise Data Science Interview Questions – Must Watch
All important Machine Learning Algorithm with code in Python
Complete Python Numpy Playlist
Complete Python Pandas Playlist
SQL Complete Playlist
Case Study and Guesstimates Complete Playlist
Complete Playlist of Statistics