課程資料
- 可獲發
- *證書的發放與分配,依課程提供者的政策及安排而定。
課程簡介
Master Data Science skills Using Python From Beginner to Super Advance Level including real time project
Want to become a good Data Scientist? Then this is a right course for you.
This course has been designed by IIT professionals who have mastered in Mathematics and Data Science. We will be covering complex theory, algorithms and coding libraries in a very simple way which can be easily grasped by any beginner as well.
We will walk you step-by-step into the World of Data science. With every tutorial you will develop new skills and improve your understanding of this challenging yet lucrative sub-field of Data Science from beginner to advance level.
This course is a part of "Machine Learning A-Z : Become Kaggle Master", so if you have already taken that course, you need not buy this course. This course includes 2 Project related to Data science.
We have covered following topics in detail in this course:
1. Python Fundamentals
2. Numpy
3. Pandas
4. Some Fun with Maths
5. Inferential Statistics
6. Hypothesis Testing
7. Data Visualisation
8. EDA
9. Simple Linear Regression
10. Project1
11. Project2
課程章節
- 11 個章節
- 103 堂課
- 第 1 章 Python Fundamentals
- 第 2 章 Numpy
- 第 3 章 Pandas
- 第 4 章 Some Fun With Maths
- 第 5 章 Inferential Statistics
- 第 6 章 Hypothesis Testing
- 第 7 章 Data Visualisation
- 第 8 章 Exploratory Data Analysis
- 第 9 章 Simple Linear Regression
- 第 10 章 Data Science Project 1
- 第 11 章 Data Science Project 2
課程內容
- Master Data Science on Python
- Learn to use Numpy and Pandas for Data Analysis
- Learn All the Mathematics Required to understand Machine Learning Algorithms
- Real World Case Studies
- Learn to use MatplotLib for Python Plotting
- Learn to use Seaborn for Statistical Plots
- Learning End to End Data Science Solutions
- Learn All Statistical concepts To Make You Ninza in Machine Learning
- 2 Real time time project with detailed explaination
此課程所涵蓋的技能
評價
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DDev Holenarasipur
Best online course in python. Very clear explanation and easy to follow and learn.
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DDiego Lopez
Se tratan de explicar de forma muy pedagógica distintos términos. Lo peor son los proyectos, no se utiliza demasiado lo aprendido anteriormente-
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AAnil Kumar Gupta
great. Instructor is wonderfule. Nicely explained concepts
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SSobhon Pal
This course is awesome for a starter. As the instructor starts from the basics, even though if someone does not have any background in Analytics or coding, it would be really helpful.