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Professional Improvement
Python for Data Science
Modalities
Instructor-Led Training (ILT)
Virtual Instructor-Led Training (VILT)
No of Training Days
4
Training Fees
RM5,000 - RM5,200 / pax
Exam Code
No
Overview
Python has become one of the most popular programming languages for data science and machine learning. This course will teach you the fundamentals of Python programming language and how to use it for data science.
The course will cover the following topics:
-Python basics: Variables, data types, control structures, functions, modules, and libraries.
-NumPy and Pandas: Data manipulation and analysis using NumPy and Pandas.
-Data visualization: Plotting using Matplotlib and Seaborn.
-Machine learning: Introduction to machine learning, including supervised and unsupervised learning algorithms, model selection and evaluation, and deep learning.
-Data preprocessing: Data cleaning, data transformation, and feature engineering.
-Working with APIs: Accessing and manipulating data from APIs.
-Big data processing: Introduction to big data processing using Spark and Hadoop.
By the end of this course, you will have a strong foundation in Python programming for data science, and be able to use it to manipulate and analyze data, create visualizations, and build machine learning models.
Prerequisites
Nil
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