Looking to be a Data Analyst
How important is knowing Javascript as a Data Analyst or Data Scientist? I am exploring careers and see many courses offering JS. #datascience, #college
6 answers
Yumi’s Answer
John’s Answer
There are lots of jobs for Data Analyst and Data Scientist. Every organization is looking to analyze their data to improve. These positions are similar and there are some good articles on the web about the actual differences. In general, you will be taking lots of advanced math, statistics and computer science in college.
John recommends the following next steps:
Priti’s Answer
Su’s Answer
Hi Dee,
To be honest I don't think being Data Analyst or Scientist requires any JavaScript skills. Here are a list of useful resources/materials that should be useful for you to start with:
Coursera (ML / Statistics / Big Data / Data Visualization)
- Machine Learning, by Stanford
- Deep Learning Specialization (5 courses), by deeplearning.ai
- Advanced Machine Learning Specialization (3/7 courses), by National Research University
- Bayesian Statistics, by University of California, Santa Cruz. check 1point3acres for more.
- Data Visualization and Communication with Tableau, by Duke
- Big Data Integration and Processing, by University of California, Santa Cruz
Books (ML / Statistics)
- Hands-On Machine Learning with SciKit-Learn and TensorFlow
- Python Machine Learning
- Pattern Recognition and Machine Learning (PRML)
- The Elements of Statistical Learning (ESL)
- An Introduction to Statistical Learning (ISL)
- Machine Learning: A Probabilistic Perspective
- Interpretable Machine Learning
As Data Analytics its a most have skill set to run sophisticated SQL queries and be familiar with modern data warehouse like Hive, SparkSQL. A great book to start with is: https://www.manning.com/books/big-data-warehousing-cx
Thanks.
Shaowei
Su recommends the following next steps:
karthik’s Answer
Learn important data analytics skills
Consider certification
Get your first entry-level data analyst job
Earn a master’s degree in data analytic