The SKILLS You NEED as a Data Scientist in 2021 | Skills Required to Be a Successful Data Scientist
What are the skills you need as a Data Scientist and what you need to know in 2021 to be a better Data Scientist and have an edge over the Data Science market.
If you're starting your data science journey, you have to meet a couple of prerequisites in order to actually start: one is knowing a programming language at least, preferably Python. And don't underestimate this step. The second is knowing SQL basics at least, the third is Statistics and the fourth is machine learning. These are the prerequisites.
So I'm going to talk about areas of interest that can actually offer you an edge if you start learning or if you improve them now. Because that's the real value, in being a better data scientist and machine learning engineer, not just striving for the average.
00:00 The skills you need as a Data Scientist in 2021
00:12 The prerequisites you need on your path to be a (better) Data Scientist
00:59 What Data Scientists spend most time doing
01:44 What I spend most of my time doing as a Data Scientist
02:26 The challenges of working with data in the real world
02:55 The first important skill you need as a Data Scientist
03:26 Intuition and creativity can give you an edge as a Data Scientist
03:44 Spend as much time as you need to understand the data that you're working with
04:01 Focus on Exploratory Data Analysis as the foundation for your Data Science journey
04:30 Spark is the edge that you can get to be a better Data Scientist
04:48 Spark is the tool you need to be successful as a Data Scientist
05:01 A current issue in the Machine Learning industry
05:40 Learn how to deploy your ML models to the Cloud
07:12 Data Engineering is a Skill that all Data Scientists need
07:59 Many people already have the baseline Data Science Skills. Set yourself apart.
08:29 Learn how to explain your data science process to non-technical colleagues
09:06 Being a good data scientist is not enough if you cannot explain your work
09:44 Break down complex topics so that non-technical people can understand them
10:19 The most important trait you need as a Data Scientist
✅ Subscribe and support us:
https://www.youtube.com/decisionforest?sub_confirmation=1
🌐 Let's connect:
https://radufotolescu.com/#contact
📚 Data Science resources I strongly recommend:
https://radufotolescu.com/#resources
If there are any other resources that you want us to add leave your comments below, thanks.
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At DecisionForest, we work with business leaders to identify integrated AI strategies that they can leverage in their business. One of the biggest challenges facing businesses is knowing where and how to invest into AI and Machine Learning. We help them find opportunities and obtain a competitive edge through these business models of the future.
https://www.decisionforest.com
#DecisionForest
Видео The SKILLS You NEED as a Data Scientist in 2021 | Skills Required to Be a Successful Data Scientist канала DecisionForest
If you're starting your data science journey, you have to meet a couple of prerequisites in order to actually start: one is knowing a programming language at least, preferably Python. And don't underestimate this step. The second is knowing SQL basics at least, the third is Statistics and the fourth is machine learning. These are the prerequisites.
So I'm going to talk about areas of interest that can actually offer you an edge if you start learning or if you improve them now. Because that's the real value, in being a better data scientist and machine learning engineer, not just striving for the average.
00:00 The skills you need as a Data Scientist in 2021
00:12 The prerequisites you need on your path to be a (better) Data Scientist
00:59 What Data Scientists spend most time doing
01:44 What I spend most of my time doing as a Data Scientist
02:26 The challenges of working with data in the real world
02:55 The first important skill you need as a Data Scientist
03:26 Intuition and creativity can give you an edge as a Data Scientist
03:44 Spend as much time as you need to understand the data that you're working with
04:01 Focus on Exploratory Data Analysis as the foundation for your Data Science journey
04:30 Spark is the edge that you can get to be a better Data Scientist
04:48 Spark is the tool you need to be successful as a Data Scientist
05:01 A current issue in the Machine Learning industry
05:40 Learn how to deploy your ML models to the Cloud
07:12 Data Engineering is a Skill that all Data Scientists need
07:59 Many people already have the baseline Data Science Skills. Set yourself apart.
08:29 Learn how to explain your data science process to non-technical colleagues
09:06 Being a good data scientist is not enough if you cannot explain your work
09:44 Break down complex topics so that non-technical people can understand them
10:19 The most important trait you need as a Data Scientist
✅ Subscribe and support us:
https://www.youtube.com/decisionforest?sub_confirmation=1
🌐 Let's connect:
https://radufotolescu.com/#contact
📚 Data Science resources I strongly recommend:
https://radufotolescu.com/#resources
If there are any other resources that you want us to add leave your comments below, thanks.
-
At DecisionForest, we work with business leaders to identify integrated AI strategies that they can leverage in their business. One of the biggest challenges facing businesses is knowing where and how to invest into AI and Machine Learning. We help them find opportunities and obtain a competitive edge through these business models of the future.
https://www.decisionforest.com
#DecisionForest
Видео The SKILLS You NEED as a Data Scientist in 2021 | Skills Required to Be a Successful Data Scientist канала DecisionForest
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