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The goal of this project is to use Natural Language Processing (NLP) techniques to analyze hotel reviews and gain insights into customer opinions and experiences to classify hotel reviews.

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decision-tree gridsearchcv knearest-neighbor-classifier logistic-regression machine-learning matplotlib nlp numpy one-hot-encoding pandas pca scikit-learn seaborn tf-idf

hotel_reviews_nlp_analysis's Introduction

mahyarsab

๐ŸŒฒ Welcome to my GitHub Profile! ๐ŸŒ…

Hi, I'm Mahyar!

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๐Ÿ’ซ About Me :

โšก I am a data scientist graduate from BrainStation with over 6 years of experience in civil engineering industry, and have been always passionate about using data and technology to improve infrastructure projects and make a positive impact on the world.

๐Ÿš€ As a civil engineer turned data scientist, my prior experience in designing and analyzing complex infrastructure projects has equipped me with the skills and knowledge to effectively manage and extract valuable insights from large datasets in the data science industry.

๐Ÿงช I have a MSc in Civil Engineering and Before starting to study in data science, I took some courses in Back-end and Front-end Development ( Python, Microsoft SQL Server, Django, HTML/CSS ) and UI/UX design ( Figma, Adobe XD, Sketch ) to gain a comprehensive understanding of the field. I have since completed a diploma in data science from BrainStation and the University of Tehran. These skills, combined with my background in civil engineering, have equipped me with the knowledge and expertise necessary to excel in the data science industry.

Coding

๐ŸŒฑ I am a strong problem solver, with high interpersonal skills, and a deep curiosity for understanding the products and technologies I work with. I am an adaptable and critical thinker with a strong team player attitude, always willing to collaborate and share my expertise to achieve common goals.

๐ŸŽน In my free time, I enjoy playing the piano, which I have been playing since childhood. I also enjoy playing tennis, working out, swimming and staying active.

  • ๐Ÿ“ I'm based in Vancouver, Canada
  • ๐Ÿ”ญ Iโ€™m currently working on a personal project that I have developed and participating on kaggles competions
  • ๐Ÿ‘€ Iโ€™m currently looking for new opportunities in AI and Data Science. I also want to collaborate on any data science job or project ๐Ÿ‘จโ€๐Ÿ”ฌ
  • ๐Ÿ“š Iโ€™m currently Practicing Deep Learning and AWS skills
  • ๐Ÿ™‚ I'm open for a job oportunity as a Data scientist/Analyst, and continue to improve my data science skills

๐Ÿ“ซ How to reach me : [email protected]

๐Ÿ”— My LinkedIn Profile : Linkedin Badge

๐Ÿ’ผ My Portfolio :


Coding

๐Ÿ’ป My Projects :

  • a Tik-Tac-Toe game with python and Tkinter
  • a Tech website with HTML/CSS
  • Online Taxi Web Application prototype with Adobe XD
  • Portfolio website prototype with Figma
  • Pima Indian Diabetes analysis with IBM SPSS Modeler and Microsoft Excel Data Analysis tool
  • Superstone sales analysis with Microsoft Power BI
  • an investigation modeling West Nile Virus prevalence in the Chicago metro area
  • an analysis of Bixi Bike Rental traffic in Montreal
  • the development of Aeroplan, incentive program for Air Canada frequent flyer customers (24-Hour Hackathon by Air Canada in collaboration with BrainStation)
  • a sentiment analysis using Natural Language Processing (NLP) to classify hotel reviews
  • a data wrangling endeavor to visualize a large dataset from Google Books Ngram
  • StackOverflow Questions Quality NLP Analysis (Lead Coder)

๐Ÿ› ๏ธ Languages and Tools :

aws css3 docker Power Bi figma git hadoop hive html5 invision matlab mysql pandas photoshop python R Tableau pytorch scikit_learn seaborn sketch sqlite tensorflow xd jupytervscode anaconda anaconda


Connect with Me :

https://www.linkedin.com/in/mahyar-sabouniaghdam/

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ย mahyarsab

mahyarsab

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