Youtube Videos for Data Science Interviews

Youtube Videos for Data Science Interviews
We have around 100 Videos explaining topics which are important for interview point of view.
You can learn theory from our portal or your course book or from youtube. But, when it comes to prepare for Interview questions, then just go deeply through only a handful of important topics. Revise each of these concepts to bridge the gap between good preparation and cracking an interview

Right now we have videos on
– SQL
– Python Pandas
– Python Numpy
– Python Visualization
– Company Wise Interview Questions
– Case Studies
– Statistics
– Code in Python
We are working on creating a series of Machine Learning videos, more case studies and company interview videos, and videos on Cloud computing.

This is our channel – The Data Monk

Youtube Channel – The Data Monk

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Youtube Videos for Data Science Interviews

List of all the free resources to crack Data Analyst interview in 30 Days – https://youtu.be/LU-PTTRjacE

Company Interview Videos

List of all the free resources to crack Data Analyst interview in 30 Days – https://youtu.be/LU-PTTRjacE
Most important certification for Data Science and Analytics Jobs – https://www.youtube.com/watch?v=0PTUH0Fwi2I
Zomato’s Business Analyst Interview – https://youtu.be/UD1rCwuaoAU
Data Analyst Vs Data Scientist Vs ML Engineer Vs DevOps Engineer – https://youtu.be/pVJK3lqeOzA
14 Amazon Principle explained in Hindi – https://youtu.be/pWIj42NhpDM
Walmart Interview Questions – https://youtu.be/gy2u3gomRIE
Sapient Analytics Interview Questions – https://youtu.be/ppxGgHWgsbU
Uber Data Scientist Interview Questions – https://youtu.be/u7rZgQRCUPo
Microsoft Data Scientist Interview Questions – https://youtu.be/e-NroGCzWYU
Postman Data Analyst Interview Questions – https://youtu.be/I7xezD_AiBI
Salesforce Data Scientist Interview Questions – https://youtu.be/qRr12FKt3Ho
Flipkart Data Analyst Interview – https://youtu.be/4GgA2bDDiaY
Indeed Data Scientist Interview – https://youtu.be/L8Gig5YWlKw
Goldman Sachs Data Scientist Interview – https://youtu.be/759EyftaOuE
Dream11 Data Scientist Interview – https://youtu.be/I2HgB_6V9To
Intuit Data Scientist Interview – https://youtu.be/AhJi228Na-U
PharmEasy Data analyst Interview – https://youtu.be/tDOkpEuWpgA

Tableau Tutorial

Introduction to Tableau | Part 1/3 – https://youtu.be/kSZ6c07gNVg

Python and MS Excel Quick Revision

String function in Python – https://youtu.be/SIlhAPkj-us
Tuple Quick Revision – https://youtu.be/2TVn5tKD5gA
Dictionary Most asked interview questions – https://youtu.be/KgOQ0FT4Ebk
VLookUp in Excel easy explanation – https://youtu.be/UNCWmQRo2uQ
Hlookup and Lookup In Excel – https://youtu.be/7Y0r_oihiPw
Index and Match In Excel – https://youtu.be/of4G952ksMo
Pivot Tables And Charts in MS Excel – https://youtu.be/re6OCNso26I
Create Sales Dashboard in MS Excel in 20 minutes – https://youtu.be/QWpjRSKBmAw

Case Study and Guesstimates Videos

How to solve a case study in an interview? Do’s and Don’ts – https://youtu.be/KCEpOVqRIPc
How to solve guesstimates in an interview? – https://youtu.be/BDnqAHfYKGQ
How Netflix Makes Money? – https://youtu.be/nCohE90TdL0
How Spotify Suggests Songs ? https://youtu.be/uhlll0enKX8
McDonald’s wants to open a franchise in a new country, what factors to look for – https://youtu.be/Sod3lK5VhfE
Pharma Case study – https://youtu.be/rMZKwFYmQKY
Flipkart Data Science Case Study – https://youtu.be/uxYiTY7R8kI
Income of Beggar in Bangalore – https://youtu.be/Rb3Iyk8BxWI
Number of Red Maruti Swift Car in Delhi – https://youtu.be/ncYN3BEYUPE
How many checks does a bank’s branch process per day ? https://youtu.be/056VFnKjrqc
Length of road in Mumbai Guesstimate – https://youtu.be/GAB6gOxynW8

SQL Videos

Fetch Duplicate Rows in SQL – https://youtu.be/MGHNrxsHKcg
Like Operator in sql – https://youtu.be/IqMMbH6Jw0w
Substring and Replace in SQL – https://youtu.be/Pzb9tBdXKyc
Aggregate Functions in SQL – https://youtu.be/6H5neKpUz9E
Cumulative Sum in SQL – https://youtu.be/COEEGPXjNbk
Row number() in SQL – https://youtu.be/1actE8UL4yM
Ntile() – https://youtu.be/xbjyXk7oSdY
Rank vs Dense Rank – https://youtu.be/f32Yne_4G00
Where vs Having – https://youtu.be/rtZpbyyQtVk
Lead and Lag – https://youtu.be/U_OQD3XpagQ
Joins – https://youtu.be/_V38OgS1s5M
Keys – https://youtu.be/yPZG6qurO_Q
1NF and 2NF – https://youtu.be/7CyxIOj9zTs
3 NF and BCNF – https://youtu.be/VuJ7gnaas5k
Most Asked Interview Questions – https://youtu.be/UGTsPRUIkYg
Odd even rows – https://youtu.be/-tLTAuvHAU0
Delete vs Truncate vs Drop in SQL – https://youtu.be/cSM86aZRhMo
SQL Tricky Analytics Interview Questions – https://youtu.be/MRgZKeYx1NY
Binary Tree in SQL – https://youtu.be/oAD-YUafmB8
Joins Advance Interview Questions – https://youtu.be/pf_RdiCBQw4
Facebook SQL Interview Questions – https://youtu.be/LDYdcH82IO0
Tricky SQL Interview Questions Part 2 – https://youtu.be/B8Zy9bcqai0

Machine Learning in Python

Introduction to Machine Learning and AI – https://youtu.be/MTHEIQk5zwI
Introduction to Linear and Logistic Regression in Machine Learning – https://youtu.be/IqBAm9nJLng
Introduction to Decision Tree in Machine Learning – https://youtu.be/7PrDWwM0dv8
Python Basics Revision in 30 minutes – https://youtu.be/0IRMAXTgZIw
EDA in Machine Learning – https://youtu.be/zw5AruehIZo
Linear Regression Theory and Code in 30 minutes (Python) – https://youtu.be/VzeAxFkYuf8
Logistic Regression Theory and Code in 30 minutes (Python) – https://youtu.be/l4Fyfmm1ry0
Decision Tree Code and Theory in 30 minutes – https://youtu.be/1Ev35ZZh18U
Complete LSTM model with Stock price prediction at 98% accuracy – Code and Theory – https://youtu.be/R97p_Y9U6Io
Random Forest Adaboost Theory and Code in Python – https://youtu.be/3NhH8h0_kZk
Complete Support Vector Machine Algorithm, Theory and Code in Python – https://youtu.be/im05sGaEbCU
XGBoost Theory and Code in 30 mins in Python – https://youtu.be/0pHEFxVawks
K Nearest Neighbour KNN code and theory in 30 mins – https://youtu.be/0NZakEXw8n8
Naive Bayes Theory and Code in 30 minutes in Python – https://youtu.be/KGP0NZ-4tHU
K-Mean, Hierarchical and DBSCAN Theory and Code in Python – https://youtu.be/iT5W8i-JOpE
Association (Apriori, ECLAT, FP-Growth) Theory and Code in Python – https://youtu.be/7Uk-cpOEecI
Dimension Reduction Theory and Code in Python – https://youtu.be/HDIWTZnl3hU
Regression case study for Data Science Interview – https://youtu.be/7pzcgpCr6Ps

Numpy Videos

Index,shape,reshaping and slicing – https://youtu.be/qifEobHDf9s
Iterate, Join, Split,Search and Sort – https://youtu.be/pBUfjkxY0yA
Generating random number, random array, float and random distribution – https://youtu.be/DtzYb3VpRUQ
Random permutation, shuffling array, using seaborne module – https://youtu.be/R21zY7qxA6U
Normal Distribution – https://youtu.be/HonpNdlZnvk
Binomial Distribution – https://youtu.be/K0JLSf2D1rg
Poisson Distribution – https://youtu.be/CxywnPxeJBo
Uniform and Logistic Distribution – https://youtu.be/dFhWc7TgTPw
Ufunc in Numpy Introduction – https://youtu.be/XlNW2mByVfE
Ufunc in Numpy arithmetic Operation – https://youtu.be/Us2UdgEoSlw
Chi Square, Rayleigh Distribution in Python – https://youtu.be/yZFF0iNrl6U
Multinomial, exponential distribution in Python – https://youtu.be/C8UBTf-KsjI
Ufunc Rounding Decimals, Logs, Summations – https://youtu.be/JUQ-vraBbcE
Ufunc Products,Differences,Finding Lcm,Gcd in Python – https://youtu.be/9jq8Z3-5dmQ

Scipy and Python Data Type

Introduction to Scipy – https://youtu.be/S4ohJh2KEuE
Scipy Graphs Adjacency mztrix,connected components, distr,floyd – https://youtu.be/7HTUlEUpLaI

Statistics Videos

Random Variable and Sample – https://youtu.be/yYWK2ABRc2U
Types of variables – https://youtu.be/pjZjAWTK_h0
Mean, Median, mode – https://youtu.be/BvOxRc538YY
Distribution in Statistics – https://youtu.be/SZ-87a5utHQ
Population mean sample mean – https://youtu.be/Jf9siV84vX0
Measure of dispersion – https://youtu.be/2uJPyFk_iPI
Normal distribution in Statistics – https://youtu.be/REdx35O1uzg
Z score in Statistics – https://youtu.be/Z2IPPnCgQaQ
Hypothesis testing – https://youtu.be/rpHgUxjXlQY
Probability Distribution – https://youtu.be/zoFgc2mfplM

Python Pandas Videos

Top 20 Pandas Functions asked in any interview – https://youtu.be/B_LA2sM42ls
Complete Pandas Tutorial – https://youtu.be/AjFx9HoO264
Importing filed in Pandas – https://youtu.be/6xJwLmLUHIY
Apply, Map in Pandas – https://youtu.be/sG6XavjjvNA
Apply Map – https://youtu.be/er9psyc2bv4
Lambda Functions – https://youtu.be/898BerR28EE
Slicing Data Frames – https://youtu.be/QPIAGBLMM7A
Treating Missing Values – https://youtu.be/RCZ1JsTn_lI
Pivot Table in Pandas – https://youtu.be/c-Hp6Lh6aMY
Combining Data Frame – https://youtu.be/gLKQVivpXwo
Group by – https://youtu.be/pFii_t3DOII
Stacking – https://youtu.be/n_SlDSnaqQ4
Type Conversion – https://youtu.be/AN4dPVeY7r8

Python Visualization Videos

Introduction to Visualization – https://youtu.be/hbvsODGL0m0
Visualization in Python – https://youtu.be/-QBn-vhNUt0
Exploratory Data Analysis in Python – https://youtu.be/0-85LWpfPso
Line and Bar Chart in Python – https://youtu.be/tcUG7gPCvRA
Scatter Plot in Python – https://youtu.be/uSI6fgP1XMg
Histogram in Python – https://youtu.be/JdKD6VqrdFI
Dis Joint Pair Plotting in Python – https://youtu.be/i772cwQB7Mw
PieCharts SubPlots in Python – https://youtu.be/r5Lmd-tS8_0
Box Plot and Violin Plot in Python – https://youtu.be/rhfUZHOEKcw
Count Plot and Bar Plot in Python – https://youtu.be/-NRcujvF7to
Heat Map Facet Grid in Python – https://youtu.be/kdAE3MjWMbM

Code in Python

Sum, prod of digits, list in Python – https://youtu.be/DC36GRT1qpM
Maximum and Minimum in Python – https://youtu.be/vx9SFpQ6BSg
Factorial in Python – https://youtu.be/Mlff85OPkns
Dictionary Questions in Python – https://youtu.be/temb0PRiECY
Palindrome Number in Python – https://youtu.be/U4ynAsTYhgg
Prime Number in Python – https://youtu.be/ilK2Lff-6rk
Simple and Compound Interest in Python – https://youtu.be/NgFkf9xYXvg
Separate Odd and Even elements from a List in Python – https://youtu.be/9ZuuM-BgVm4
Rotate an array in Python – https://youtu.be/Bqwc-CdylIw
Split an array and add the first part at the end in Python – https://youtu.be/uBHNQWvGSEU
Fibonacci Series and its cases in Python – https://youtu.be/k6Ks_HOszZw
Prime Number and its cases in Python – https://youtu.be/nEYnkZqRd-A
Fibonacci and cube sum in Python – https://youtu.be/WrAfsddNtSA
Factorial and Armstrong in Python – https://youtu.be/BBDrTeDFhBw
Sum and largest of an array in Python – https://youtu.be/Bze4QIqqX2k
Largest element using 3 methods in Python – https://youtu.be/LQ3eVZeY1oE
Matrix arithmetic operations in Python – https://youtu.be/0SdDUlooLlo
Rotate array using reversal algorithm – https://youtu.be/gOpAYn4AeBs
Reverse a list in Python – https://youtu.be/NdFNAK3OXjo
Find the length of a list in Python 3 ways – https://youtu.be/Fb5rOUDiRsQ
3 ways to find the 2nd largest of the list – https://youtu.be/xXTK_pc-FbU
3 methods to check if element is present in the list – https://youtu.be/-pAkequiYSs
Swap elements in the list – https://youtu.be/ArveDnHiXRU
Remainder of array multiplication divided by a number n – https://youtu.be/kymhbILz40A
Swap elements in Python – https://youtu.be/goij4fQ-u-k
Reverse a given list in Python – https://youtu.be/PznKVOozTtU
Break a list into chunks of size N in Python – https://youtu.be/lLwjCZ8Fn90
Cloning or copying of list in python – https://youtu.be/k7qv1rczb-Y
Count of element in list in Python – https://youtu.be/GX4Ue1XXMac
Find tuple indices from other tuple list – https://youtu.be/rO9TdXIGRYI
Flatten tuple of list into tuple in Python – https://youtu.be/d6DBr_EmHnE
Removing elements from lists in Python – https://youtu.be/6OUczhicFhg
Print duplicates from a list in Python – https://youtu.be/IA7tCtgONZY
Sort by frequency of 2nd element in tuple list – https://youtu.be/FUR9gX0vBU8
Sort values of first list using second list – https://youtu.be/h2bBt0IESIA
Sum of digits in list in Python – https://youtu.be/Km5yVwUwRy0
Time Conversion in Python – https://youtu.be/EIOkw14vt9k
Current Date and Time in Python – https://youtu.be/ioYJwr0HtlY
Time Conversion in Python – https://youtu.be/cId5aanmVt8
Selection Sort in simple terms in Python – https://youtu.be/TdNq2TfGHOo
Linear and Binary Search in simple terms – https://youtu.be/ivqX3Pf6i34
Insertion Sort in simple terms Python – https://youtu.be/BQKAjW9byp0
Second Largest element of the list in Python – https://youtu.be/ZLRLqd2cbOc

Website – https://thedatamonk.com/
Get all the youtube videos here – https://thedatamonk.com/youtube-videos-for-data-science-interviews/
Code in Python for Data Science – https://www.youtube.com/playlist?list=PLqVs3n1U1UVjDC8VL-t9SRrxMRtouS3s6

Company wise Data Science Interview Questions – https://www.youtube.com/playlist?list=PLqVs3n1U1UVjnYEaaREdR0VHClhOXSpwI

Complete Numpy Tutorial – https://www.youtube.com/playlist?list=PLqVs3n1U1UVh5uCCC_pZbzYXfqp2UaAn0

Complete Python Pandas Tutorial – https://www.youtube.com/playlist?list=PLqVs3n1U1UVg6GnuP1Ry-zb6MzluOCXh9

SQL Complete Playlist – https://www.youtube.com/playlist?list=PLqVs3n1U1UVhxBeN7gYAZBjT9AcOh9Voe

Case Study and Guesstimates Complete Playlist – https://www.youtube.com/playlist?list=PLqVs3n1U1UVhRoDcwWr62TyoZoCzAg0yF
Statistics – https://www.youtube.com/playlist?list=PLqVs3n1U1UViXVrOShp4tq0TYPvsvQVIy

We at The Data Monk aims at bridging the gap between theoretical knowledge and cracking an interview in Analytics domain.

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-Decision Scientists and similar roles

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Please check our free resources:-

30+ companies complete interview questions – https://thedatamonk.com/analytics-interview-questions/

300+ Solved Python Questions – https://thedatamonk.com/python-questions-for-data-science-interviews/

300+ Solved SQL Questions – https://thedatamonk.com/sql-interview-questions-for-analyst/

100+ Solved Case Studies and Guesstimates – https://thedatamonk.com/case-study-for-data-science-interviews/

100+ Solved Interview Questions in R – https://thedatamonk.com/r-interview-questions/

300 + Solved Machine Learning and Statistics Questions – https://thedatamonk.com/most-asked-machine-learning-questions/

200+ Solved Statistics Interview Questions – https://thedatamonk.com/statistics-data-science-interview-questions-%ef%bb%bf/

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Youtube Videos for Data Science Interviews