Read Me MEMORABLE RECRUITMENT CHALLENGE DATA ANALYTICS JR

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This is my README file for my solution of Recruitment Challenge


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Description

Memorable / Tekal-AI is currently developing tools based on AI models to assess the cognitive impact of videos and images The technical assessment is meant to measure your data analytical abilities.

Memorable / Tekal-AI Data Science team required to solve a Recruitment Test for the possition of Data Analyst Junior A Github Repo was shared with SQLite Database

The test is split in two sections. Fist, it is required to answer a set of questions to aim at the minimum passing grade at this test. Then, Memorable / Tekal-AI is expecting from the candidates to deliver added value and deep analysis from the data without any guidence.

Technologies

  • Jupyter Notebook
  • Pandas, numpy, matplotlib, Seaborn and others libraries from Python 3.9 where used for solvin Mininum Requirements
  • Machine Learning Libraries like Sklearn and TensorFlow were used to develop deeper analysis about Data
  • SQLite3 Queries where used to solve Minimum Requirements for Data Analysis

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How to use

Installation

There is a Requirement.txt file with all the Libraries to execute all cells on the Jupyter Notebook

    pip install -r requirements.txt

Jupyter Notebook First Section

Jupyter Notebook Second Section

Jupyter Notebook Second Section with TensorFlow

References

Document of the Challenge

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Author Information

I am a Mining Engineer with a Masters Engineering Degree focused on programming skills to develop new techniques of Mine Planning Optimization, Mathematical Modeling, Operational Research, Metaheuristics, Geostatistics and Machine Learning. During eight years of experience on the Mining Industry I have been able to develop and enforce soft skills like Team-work, Communication, Problem-solving, Time management, Decision Making and others that have help me with interdisciplinary Projects of high value assets. However, I am currently looking for new path career on IT industry as a Data Analyst / Data Scientist and this is an opportunity to show the industry my habilities.

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