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Experts Guide To Become A Data Scientist/Artificial Intelligence Expert
Data Science & Artificial Intelligence are among the leading analytics technologies which have gathered a lot of hype in the present age of Big Data. These technologies have been well successful in expanding across all the industries be it pharmaceuticals, agriculture, banking, manufacturing, logistics and so on.
In this blog post, we will help you with understanding different job roles in Data Science and how to begin your Data Science/AI career.
- Data Science Project Lifecycle
The workflow in the Data Science process involves exclusive planning and execution cycle. Data Science projects usually follow one of these lifecycles
- CRISP-DM
- Knowledge Discovery in Databases (KDD)
- Team Data Science Process (TDSP)
The typical flow of processes in any of these execution lifecycles involves more or less the following aspects
- Business understanding
- Data understanding & Preparation
- Modeling
- Evaluation
- Deployment
Essential Skills For Clearing The Interview Process In Data Science/AI-
In order to become a job ready expert in this platform of Data Science or Artificial Intelligence, one should have the following skills
- Knowledge Of Statistics
- Command Over Programming Languages
- Data Driven Problem Solving
- Data Exploratory & Data Visualization Skills
- Machine Learning Algorithms
- Machine Learning Algorithms
In order to handle various exploratory processes in the Data Science models having knowledge of programming skills in Python and/or R is very essential. Also, intense knowledge of algorithms in relation to Machine Learning models– supervised and unsupervised is also must. Fluency in writing SQL and/or Hive queries will help in retrieving data from databases.
Extensive communication & interpersonal skills is also must to excel in career as a Data Scientist/AI expert.
Optimise Data Science/Artificial Intelligence Your Job Search-
In addition to developing your skills in both theoretical & practical wise one should also work towards building their Data Science/AI project portfolio & resume in accordance to the present industry requirements.
Start working towards developing your skills in relation to building your career in Data Science/Artificial Intelligence domain by being a part of the Kelly Technologies leading analytics programs of Data Science Training In Hyderabad & AI Training In Hyderabad.