Language: English | Size: 917.89 MB | Duration: 1h 46m
Land Your First Data Science Job: Hands-On Interview Prep, Coding Tests, Tips, and Insights for Entry Level Candidates
What you'll learn
nstrate proficiency in Python programming and knowledge of fundamental data structure theory
Learn to write code that is not only correct but also optimized for performance, a key employer expectation
Navigate the interview process for junior data scientist positions, from initial application to final interview stages, with a clear view of expectations
Identify your strengths and areas for improvement in data science concepts and interview skills, setting the stage for continuous learning and development
Confidently discuss data science projects and experiences, using them to effectively nstrate your skills and capabilities in interviews
Analyze and critique sample interview responses, deepening your understanding of what employers are looking for in junior data scientist candidates
Recognize and improve inefficient code in real-world coding exercises, mirroring employer expectations
Grasp Big O Notation to describe time complexity, a vital skill for discussing code efficiency in interviews
Requirements
You should have familiarity in writing Python code
A working Python environment, preferably above version 3.7
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FILE LIST
Filename
Size
~Get Your Files Here !/1 - Introduction/1 - Welcome.mp4
28.3 MB
~Get Your Files Here !/2 - Job Application Essentials/2 - Soft Skills.mp4
72.3 MB
~Get Your Files Here !/2 - Job Application Essentials/3 - Resume Essentials.mp4
53.5 MB
~Get Your Files Here !/3 - SQL Skills/4 - SQL.mp4
87.5 MB
~Get Your Files Here !/3 - SQL Skills/5 - Exercise-1.sql
619 B
~Get Your Files Here !/3 - SQL Skills/5 - SQL Coding Exercise 1.mp4
3.8 MB
~Get Your Files Here !/3 - SQL Skills/6 - SQL Coding Solution 1.mp4
10 MB
~Get Your Files Here !/3 - SQL Skills/7 - Exercise-2.sql
1 KB
~Get Your Files Here !/3 - SQL Skills/7 - SQL Coding Exercise 2.mp4
4.8 MB
~Get Your Files Here !/3 - SQL Skills/8 - SQL Coding Solution 2.mp4
5.4 MB
~Get Your Files Here !/3 - SQL Skills/9 - SQL Outro.mp4
7.7 MB
~Get Your Files Here !/4 - Data Science Skills/10 - Data Science Theorerical Questions.mp4
221 MB
~Get Your Files Here !/4 - Data Science Skills/11 - Data Science TakeHome Exercise.mp4
13.2 MB
~Get Your Files Here !/4 - Data Science Skills/11 - Dataset.txt
52 B
~Get Your Files Here !/4 - Data Science Skills/12 - Data Science TakeHome Solution.mp4
33.1 MB
~Get Your Files Here !/4 - Data Science Skills/12 - Take-Home-Exercise.ipynb
5.3 MB
~Get Your Files Here !/4 - Data Science Skills/13 - Data Science Outro.mp4
11.8 MB
~Get Your Files Here !/5 - Coding Skills/14 - Coding Skills Introduction.mp4
19.1 MB
~Get Your Files Here !/5 - Coding Skills/15 - Coding Principles.mp4
76.9 MB
~Get Your Files Here !/5 - Coding Skills/16 - Algorithmic Time Complexity.mp4
139.2 MB
~Get Your Files Here !/5 - Coding Skills/17 - Coding Exercise 1.mp4
5.8 MB
~Get Your Files Here !/5 - Coding Skills/18 - Coding Solution 1.mp4
20.7 MB
~Get Your Files Here !/5 - Coding Skills/19 - Coding Exercise 2.mp4
9.3 MB
~Get Your Files Here !/5 - Coding Skills/20 - Coding Solution 2.mp4
13.3 MB
~Get Your Files Here !/5 - Coding Skills/21 - Coding Exercise 3.mp4
6.7 MB
~Get Your Files Here !/5 - Coding Skills/22 - Coding Solution 3.mp4
13 MB
~Get Your Files Here !/5 - Coding Skills/23 - Coding Exercise 4.mp4
6.4 MB
~Get Your Files Here !/5 - Coding Skills/24 - cod-sol-4.py
860 B
~Get Your Files Here !/5 - Coding Skills/24 - Coding Solution 4.mp4
13.1 MB
~Get Your Files Here !/6 - Outro/25 - Congratulations.mp4