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12 changes: 7 additions & 5 deletions 2021-07-01-DSR-Reinforcement-Learning-Repositories.md
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Expand Up @@ -4,17 +4,19 @@ title: "Reinforcement Learning Git Repositories"
permalink: /dsblog/rl-git-repo
date: 2020-07-01
tags: [DS Resources, Reinforcment Learning, RL Git Repositories]
categories:
categories:
- dsblog
header:
teaser: /assets/images/dspost/dsr101-Reinforcement-Learning-Git-Repositories.jpg
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![Reinforcement Learning Git Repositories](/assets/images/dspost/dsr101-Reinforcement-Learning-Git-Repositories.jpg)

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12 changes: 7 additions & 5 deletions 2021-07-02-DSR-Data-Science-Interview-Question-Answers.md
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Expand Up @@ -4,26 +4,28 @@ title: "Data Science Interview Question Answers"
permalink: /dsblog/ds-ai-ml-interview-resources
date: 2020-07-02
categories:
- dsblog
tags: [DS Resources, AI Interview Questions, Data Science Interview Questions, Machine Learning Interview Questions, Interview Questions]

header:
teaser: /assets/images/dspost/dsr102-Data-Science-Interview-Question-Answers.jpg
last_modified_at: 2022-09-09T15:46:43-04:00
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![Data Science Interview Question Answers](/assets/images/dspost/dsr102-Data-Science-Interview-Question-Answers.jpg)

# Data Science Interview Question Answers

Thousands of interview questions on various topic related to Machine Learning, Deep Learning, Computer Vision, NLP, AWS, GCP, MLOPS, Data Analytics, SQL, Python & Statistics. These questions are related to technology, architectures and solving business problem. [This gdrive link](https://drive.google.com/drive/folders/1UR041sOfesIEjQUoveDzXTypfHThtH5J?usp=sharing) has 51 pdf files which contains the questions and answers.
Thousands of interview questions on various topic related to Machine Learning, Deep Learning, Computer Vision, NLP, AWS, GCP, MLOPS, Data Analytics, SQL, Python & Statistics. These questions are related to technology, architectures and solving business problem. [This gdrive link](https://drive.google.com/drive/folders/1LG5ZaDAyN-hU3eacWOY97CHHGDT1hKBD?usp=sharing) has 51 pdf files which contains the questions and answers.

## Interview Question Answers
Sno | Book | Pages | Size(MB)
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15 changes: 8 additions & 7 deletions 2021-07-03-DSR-Data-Science-Cheatsheets.md
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Expand Up @@ -5,19 +5,20 @@ permalink: /dsblog/data-science-cheatsheets
date: "2022-07-03T08:33:00+05:30"
last_modified_at: 2022-09-11T15:46:43-04:00
categories:
- dsblog
tags: [DS Resources, DS Cheatsheet]

header:
teaser: /assets/images/dspost/dsr103-Data-Science-Cheatsheets.jpg

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![Data Science Cheatsheets](/assets/images/dspost/dsr103-Data-Science-Cheatsheets.jpg)
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## Introduction

All these cheat sheets are kept at [my google drive link](https://drive.google.com/drive/folders/1fy5eofa6IQXgK0uAo_dI7i_QeK8tNHcE?usp=sharing). 180+ cheatsheet on ML, DL, DE, DA, NLP, Algorithms, Pandas, Numpy, Dask, Bigdata, Statistics, Python, SQL, Docker, sklearn, git, GNN etc.
All these cheat sheets are kept at [my google drive link](https://drive.google.com/drive/folders/1LGcKiD_Ntms27-xZvaJrIMBRZdiZgFOc?usp=sharing). 180+ cheatsheet on ML, DL, DE, DA, NLP, Algorithms, Pandas, Numpy, Dask, Bigdata, Statistics, Python, SQL, Docker, sklearn, git, GNN etc.

## List of Cheatsheets
1. 21 Types of SQL joins-CHEATSHEET.pdf
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10 changes: 6 additions & 4 deletions 2021-07-04-DSR-Mathematics-in-Data-Science.md
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Expand Up @@ -4,19 +4,21 @@ title: "Mathematics for Data Scientist"
permalink: /dsblog/maths-for-ds
date: 2021-07-04
categories:
- dsblog
tags: [DS Resources, Mathematics for Data Scientist]

header:
teaser: /assets/images/dspost/dsr104-Mathematics-for-Data-Scientist.jpg
last_modified_at: 2021-09-28T15:46:43-04:00
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![Mathematics for Data Scientist](/assets/images/dspost/dsr104-Mathematics-for-Data-Scientist.jpg)
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10 changes: 6 additions & 4 deletions 2021-07-05-DSR-Important-AI-Research-Papers.md
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Expand Up @@ -4,19 +4,21 @@ title: "Important AI Research Papers"
permalink: /dsblog/important-ai-research-papers
date: 2021-07-05
categories:
- dsblog
tags: [DS Resources, AI Research Papers]

header:
teaser: /assets/images/dspost/dsr105-Important-AI-Research-Papers.jpg
last_modified_at: 2021-09-25T15:46:43-04:00
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![Important AI Research Papers](/assets/images/dspost/dsr105-Important-AI-Research-Papers.jpg)
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10 changes: 6 additions & 4 deletions 2021-07-06-DSR-High-School-Maths-for-Data-Science.md
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Expand Up @@ -4,19 +4,21 @@ title: "High School Maths for Data Science"
permalink: /dsblog/high-school-maths-for-ds
date: 2021-07-06
categories:
- dsblog
tags: [DS Resources, Mathematics for Data Scientist]

header:
teaser: /assets/images/dspost/dsr106-High-School-Maths-for-Data-Science.jpg
last_modified_at: 2021-08-28T15:46:43-04:00
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![High School Maths for Data Science](/assets/images/dspost/dsr106-High-School-Maths-for-Data-Science.jpg)
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10 changes: 6 additions & 4 deletions 2021-07-07-DSR-Best-Youtube-Channels-to-Learn-Data-Science.md
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Expand Up @@ -4,18 +4,20 @@ title: "Best YouTube Channels to Learn Data Science"
permalink: /dsblog/best-youtube-channels-for-ds
date: 2021-07-07
categories:
- dsblog
tags: [DS Resources, YouTube Channels for Data Scientist, YouTube Channels for AI]
header:
teaser: /assets/images/dspost/dsr107-Best-YouTube-Channels-to-Learn-Data-Science.jpg
last_modified_at: 2021-07-28T15:46:43-04:00
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![Best YouTube Channels to Learn Data Science](/assets/images/dspost/dsr107-Best-YouTube-Channels-to-Learn-Data-Science.jpg)

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12 changes: 7 additions & 5 deletions 2021-07-08-DSR-AI-ML-Conferences-and-Journals.md
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Expand Up @@ -4,19 +4,21 @@ title: "AI, ML, Deep Learning, NLP Conferences & Journals"
permalink: /dsblog/ai-ml-dl-nlp-conferences
date: 2021-07-08
categories:
- dsblog
tags: [DS Resources, AI Conferences, Machine Learning Conferences, NLP Conferences, Deep Learning Conferences]

header:
teaser: /assets/images/dspost/dsr108-AI-ML-Deep-Learning-NLP-Conferences-Journals.jpg
last_modified_at: 2021-07-02T15:46:43-04:00
excerpt_separator: "<!--more-->"
author: Hari Thapliyaal
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![AI, ML, Deep Learning, NLP Conferences & Journals](/assets/images/dspost/dsr108-AI-ML-Deep-Learning-NLP-Conferences-Journals.jpg)
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10 changes: 6 additions & 4 deletions 2021-07-09-DSR-AI-ML-Blogs.md
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Expand Up @@ -4,20 +4,22 @@ title: "AI, ML, DL Blogs Sites"
permalink: /dsblog/ai-ml-blogs
date: 2021-07-12
categories:
- dsblog
tags: [DS Resources, AI Blogs]

header:
teaser: /assets/images/dspost/dsr109-AI-ML-DL-Blogs-Sites.jpg

last_modified_at: 2021-07-02T15:46:43-04:00
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![AI, ML, DL Blogs Sites](/assets/images/dspost/dsr109-AI-ML-DL-Blogs-Sites.jpg)
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10 changes: 6 additions & 4 deletions 2021-07-10-DSR-Best-Resources-to-Learn-Python.md
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Expand Up @@ -4,20 +4,22 @@ title: "Best Resources to Learn Python"
permalink: /dsblog/best-resources-to-learn-python
date: 2021-07-10
categories:
- dsblog
tags: [DS Resources, Resource for Python Learning, Python Resources]
excerpt: #
header:
teaser: /assets/images/dspost/dsr110-Best-Resources-to-Learn-Python.jpg

last_modified_at: 2021-06-30T15:46:43-04:00
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![Best Resources to Learn Python](/assets/images/dspost/dsr110-Best-Resources-to-Learn-Python.jpg)
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10 changes: 6 additions & 4 deletions 2021-07-11-DSR-My-Favorite-Chrome-Extensions.md
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Expand Up @@ -4,18 +4,20 @@ title: "My Favorite Chrome Extensions"
permalink: /dsblog/myfab-chrome-extensions
date: 2021-07-11
categories:
- dsblog
tags: [DS Resources, Chrome Tools, Chrome Extensions]
header:
teaser: /assets/images/dspost/dsr111-My-Favorite-Chrome-Extensions.jpg
last_modified_at: 2022-09-08T15:46:43-04:00
excerpt_separator: "<!--more-->"
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![My Favorite Chrome Extensions](/assets/images/dspost/dsr111-My-Favorite-Chrome-Extensions.jpg)
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10 changes: 6 additions & 4 deletions 2021-07-12-DSR-My-Daily-Tools.md
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Expand Up @@ -4,19 +4,21 @@ title: "My Daily Tools"
permalink: /dsblog/my-daily-tools
date: 2021-07-12
categories:
- dsblog
tags: [DS Resources, Daily Tools, Soft Tools, PM Tools, Design Tools, SEO Tools, AI Tools]

header:
teaser: /assets/images/dspost/dsr112-My-Daily-Tools.jpg
last_modified_at: 2021-06-15T15:46:43-04:00
excerpt_separator: "<!--more-->"
author: Hari Thapliyaal
mathjax: "true"
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![My Daily Tools](/assets/images/dspost/dsr112-My-Daily-Tools.jpg)
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12 changes: 7 additions & 5 deletions 2021-07-13-DSR-ML-Frameworks-Libraries-Tools.md
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Expand Up @@ -4,19 +4,21 @@ title: "Machine Learning Framework, Library, Tools"
permalink: /dsblog/ml-frameworks-libraries-tools
date: 2021-07-13
categories:
- dsblog
tags: [DS Resources, Machine Learning Framework, Library, Tools]

header:
teaser: /assets/images/dspost/dsr113-Machine-Learning-Framework-Library-Tools.jpg
last_modified_at: 2021-06-15T15:46:43-04:00
excerpt_separator: "<!--more-->"
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![Machine Learning Framework, Library, Tools](/assets/images/dspost/dsr113-Machine-Learning-Framework-Library-Tools.jpg)
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3 changes: 3 additions & 0 deletions 2021-07-14-DSR-ML-Tasks-and-Model-Evaluation.md
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Expand Up @@ -4,17 +4,20 @@ title: "Machine Learning Tasks and Model Evaluation"
permalink: /dsblog/ml-tasks-and-model-evaluation
date: 2021-07-14
categories:
- dsblog
tags: [DS Resources, Model Evaluation, Machine Learning Tasks, NLP Tasks, NLP Model Evaluation]
header:
teaser: /assets/images/dspost/dsr114-ml-tasks-and-model-evaluation.jpg
last_modified_at: 2021-06-15T15:46:43-04:00
excerpt_separator: "<!--more-->"
author: Hari Thapliyaal
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![Deep Learning Tasks and Models](/assets/images/dspost/dsr114-ml-tasks-and-model-evaluation.jpg)

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