List: Machine learning | Curated by Arnab Borah

Nov 13, 2023
15 stories
Machine learning
In
TDS Archive
by
Khouloud El Alami
Don’t Apply to Tech Without Mastering These 6 Must-Have Data Science SkillsA glimpse into the wizarding world of Tech & what you need to make your way in and succeed as a Data Wizard-ist
Oct 27, 2023
1.3K
13
Oct 27, 2023
1.3K
13
In
bitgrit Data Science Publication
by
Benedict Neo
11 Machine Learning Interview QuestionsOn Machine Learning concepts, ML System Design, and Python
Mar 3, 2023
307
4
Mar 3, 2023
307
4
Bharathi Priyaa
Part 2 — How to Crack Machine learning Interviews at FAANG : Pointers for Junior/Senior/Staff+…In this article, I provide some some suggestions on how levels are calibrated and how an L4, L5, L6 engineer may approach the same system…
Jun 13, 2023
655
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Jun 13, 2023
655
8
In
TDS Archive
by
Samuel Flender
Class Imbalance in Machine Learning Problems: A Practical GuideFive lessons from the trenches of applied data science
Oct 3, 2022
530
3
Oct 3, 2022
530
3
In
TDS Archive
by
Lili Jiang
An Intuitive Explanation of Kernels in Support Vector Machine (SVM)We will walk through a simple example with basic arithmetics to demystify the concept of kernel.
Apr 5, 2020
144
Apr 5, 2020
144
Bharathi Priyaa
How to Crack Machine learning Interviews at FAANG![img src: https://www.fsm.ac.in/blog/an-introduction-to-machine-learning-its-importance-types-and-applications/]
Feb 9, 2023
1.8K
2
Feb 9, 2023
1.8K
2
In
TDS Archive
by
Leonie Monigatti
Building a Recommender System using Machine Learning“Candidate rerank” approach with co-visitation matrix and GBDT ranker model in Python
Mar 1, 2023
782
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Mar 1, 2023
782
9
Naem Azam
Machine Learning Engineer Full GuideA Machine Learning (ML) Engineer is a professional who designs, develops, and implements machine learning algorithms and models that enable…
Feb 28, 2023
348
5
Feb 28, 2023
348
5
Gönül Aycı, PhD
The top 10 Machine Learning Engineer Interview QuestionsI had very intense job interview processes for the Machine Learning Engineer (MLE) and Data Scientists positions. In this post, I am going…
Dec 14, 2022
475
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Dec 14, 2022
475
8
In
Udemy Tech Blog
by
Austin Wang
Building a Multi-Armed Bandit System from the Ground Up: A Recommendations and Ranking Case Study…Introduction
Nov 16, 2022
203
1
Nov 16, 2022
203
1
Crystal X
Interview Question: What is Logistic Regression?Logistic regression is a type of statistical model that is often used for classification and predictive analytics. It is used to estimate…
Dec 8, 2022
39
1
Dec 8, 2022
39
1
Ankush Mulkar
Top Most Ten NLP Techniques Used In The IndustryTop Most Ten NLP Techniques Used In The Industry
Jan 25, 2023
170
1
Jan 25, 2023
170
1
Sahel Eskandar
Applying Calibration Techniques to Improve Probabilistic Predictions in Machine Learning ModelsCalibration is a crucial step in many machine learning applications to ensure that the predicted probabilities of a classifier accurately…
Mar 26, 2023
130
3
Mar 26, 2023
130
3
In
Data Science at Microsoft
by
Nitin Agarwal
Search and ranking for information retrieval (IR)Information Retrieval (IR) is the process of obtaining relevant resources from a collection of available resources against a given question…
Dec 13, 2022
23
1
Dec 13, 2022
23
1
Tushar Goel
Why are Data Scientists obsessed with PySpark over Pandas — A Truth of Data Science IndustryIn recent years, we have seen an increase in data, and as result, it increases the computational time and memory as well. Tools like…
Oct 17, 2022
706
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Oct 17, 2022
706
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