#datascience #machinelearning #learning #interview #beginner
Real Talk with Instagram Data Scientist
https://www.youtube.com/watch?v=dYZJxhYjBE8
@kdnuggets @datasciencechats
Real Talk with Instagram Data Scientist
https://www.youtube.com/watch?v=dYZJxhYjBE8
@kdnuggets @datasciencechats
YouTube
Real Talk with Instagram Data Scientist
Talking data science with Mansha, a data scientist at Instagram. Previously at Blue Apron, Ernst & Young and UPenn. Want to learn data science with a job guarantee?
See what a modern day data analyst roadmap looks like: https://youtu.be/1PlPAHNmSeI
Check…
See what a modern day data analyst roadmap looks like: https://youtu.be/1PlPAHNmSeI
Check…
The Data Science Interview Study Guide
@kdnuggets @datasciencechats
#learning #interview #datascience #beginner
https://www.kdnuggets.com/2020/01/data-science-interview-study-guide.html
@kdnuggets @datasciencechats
#learning #interview #datascience #beginner
https://www.kdnuggets.com/2020/01/data-science-interview-study-guide.html
KDnuggets
The Data Science Interview Study Guide
Preparing for a job interview can be a full-time job, and Data Science interviews are no different. Here are 121 resources that can help you study and quiz your way to landing your dream data science job.
Interesting YouTube playlist for interview questions on #datascience #machinelearning #deeplearning #beginner #learning #interview
@kdnuggets @datasciencechats
https://www.youtube.com/playlist?list=PLZoTAELRMXVPkl7oRvzyNnyj1HS4wt2K-
@kdnuggets @datasciencechats
https://www.youtube.com/playlist?list=PLZoTAELRMXVPkl7oRvzyNnyj1HS4wt2K-
YouTube
Data Science interview questions
Share your videos with friends, family, and the world
Top 10 Statistics Concepts for Job Interview
1. Mean, Median and Mode
2. Variance and Standard Deviation
3. Central Limit Theorem
4. Confidence Interval
5. Confidence Level and p-value
6. Sample Size Estimation
7. Hypothesis Testing
8. Z-test and t-test
9. Chi-Square test
10. ANOVA
Top 10 Probability Distributions for Job Interview
1. Normal
2. Uniform
3. Bernoulli
4. Binomial
5. Poisson
6. t
7. F
9. Chi-square
10. Geometric
Top 10 Python Libraries for Job Interview
1. numpy
2. scipy
3. pandas
4. scikit-learn
5. matplotlib
6. seaborn
7. XGBoost
8. tensorflow
9. keras
10. pytorch
Top 10 Machine Learning Algorithms for Job Interview
1. Linear Regression
2. Logistic Regression
3. Decision Tree
4. Random Forest
5. Gradient Boosting Machine
6. XGBoost
7. SVM
8. Clustering
9. PCA
10. Neural Networks
@kdnuggets @datasciencechats
#beginner #DataScience #MachineLearning #Statistics #Interview #Job
Credit Dr. Angshuman Ghosh
1. Mean, Median and Mode
2. Variance and Standard Deviation
3. Central Limit Theorem
4. Confidence Interval
5. Confidence Level and p-value
6. Sample Size Estimation
7. Hypothesis Testing
8. Z-test and t-test
9. Chi-Square test
10. ANOVA
Top 10 Probability Distributions for Job Interview
1. Normal
2. Uniform
3. Bernoulli
4. Binomial
5. Poisson
6. t
7. F
9. Chi-square
10. Geometric
Top 10 Python Libraries for Job Interview
1. numpy
2. scipy
3. pandas
4. scikit-learn
5. matplotlib
6. seaborn
7. XGBoost
8. tensorflow
9. keras
10. pytorch
Top 10 Machine Learning Algorithms for Job Interview
1. Linear Regression
2. Logistic Regression
3. Decision Tree
4. Random Forest
5. Gradient Boosting Machine
6. XGBoost
7. SVM
8. Clustering
9. PCA
10. Neural Networks
@kdnuggets @datasciencechats
#beginner #DataScience #MachineLearning #Statistics #Interview #Job
Credit Dr. Angshuman Ghosh
Interview process for ML Engineers and Data Scientists
@kdnuggets @datasciencechats
#beginner #interview #datascience #machinelearning
Twitter Thread:
https://twitter.com/Al_Grigor/status/1358841078854598659
Github:
https://github.com/alexeygrigorev/data-science-interviews
@kdnuggets @datasciencechats
#beginner #interview #datascience #machinelearning
Twitter Thread:
https://twitter.com/Al_Grigor/status/1358841078854598659
Github:
https://github.com/alexeygrigorev/data-science-interviews
Twitter
Alexey Grigorev
Interview process for ML Engineers and Data Scientists: 1️⃣ Screening 2️⃣ Machine Learning 3️⃣ Coding 4️⃣ Case studies 5️⃣ System design 6️⃣ Behavioral Here's what you can expect at each step (Thread) 👇
#datascience #beginner #interview
@kdnuggets @datasciencechats
https://www.kdnuggets.com/2022/04/data-science-interview-guide-part-1-structure.html
@kdnuggets @datasciencechats
https://www.kdnuggets.com/2022/04/data-science-interview-guide-part-1-structure.html
KDnuggets
Data Science Interview Guide – Part 1: The Structure
According to one source, the types of questions that will generally be asked in data scientist interviews can be broken down into five categories. Let's take a closer look.