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Javid
- Rate S$46
- Response 1h
-
Students1
Number of students accompanied by Javid since their arrival at Superprof
Number of students accompanied by Javid since their arrival at Superprof
S$46/h
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- Python
A former university professor and an experienced data scientist teaching Python to data enthusiasts who want to kick start a data science career or to gain more knowledge
- Python
Lesson location
About Javid
I have 15 years of experience of teaching at different universities, and a decade of delivering successful projects in different industries from manufacturing to finance. I have taught more than 1000 students, and mentored more than 10 professionals throughout my professional life.
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About the lesson
- Primary
- Secondary
- SPM
- +4
levels :
Primary
Secondary
SPM
Form 6
Doctorate
Professional
Kids
- English
All languages in which the lesson is available :
English
This course helps you learn Python for data science and machine learning applications. This course covers a wide range from the fundamentals to the state-of-art advanced topics in machine learning from which you can choose to learn; however, if you choose a specific topic, I assume that you know the prerequisites. The course is designed for those who have a basic knowledge and experience in mathematics and computer programming and want to change their career to data science or need to gain more knowledge through a guided approach.
Although knowing the statistics and mathematics concepts under the hood of data science and machine learning tools are very important, in this course, they are kept to minimal essentials. Instead, there is an emphasis on the applications, and you will learn by dealing with examples, many of which are obtained from real-world data.
This course consists of several parts that you can go through from the beginning, or you may choose the ones you think suit your needs. The general outline of the course is as follows.
* Fundamentals of Python
* Importing, cleaning, and manipulating data
* Data visualisation
* Databases and SQL
* Statistical data analysis
* Supervised Learning
* Unsupervised Learning
* Reinforcement Learning
* Deep learning
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Rates
Rate
- S$46
Pack rates
- 5h: S$230
- 10h: S$460
online
- S$46/h
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