課程資料
報名日期
全年招生
課程級別
學習模式
修業期
7 小時 40 分鐘
教學語言
英語
授課導師
Jay Bhatt
評分
4次瀏覽
課程簡介
A Complete Machine learning Bootcamp learn Numpy, Pandas, Matplotlib, Stats, Plotly , EDA , Scikit-learn and more!
Hi all Its Jay I am a data scientist by profession and Instructor by passion I have around 4 years of experience as data scientist, I started my career as analyst as gradually moved to data scientist hence I can understand what are programming prerequisites for data scientist. This course is created for absolute beginners of data science and machine learning. It covers all aspect of python languages required in data science machine learning and deep learning.
課程章節
- 10 個章節
- 64 堂課
- 第 1 章 Introduction to python
- 第 2 章 Setting up environment and jupyter notebook
- 第 3 章 Module -2 python Arithmetic operations
- 第 4 章 module 3- python basics list string dictionary
- 第 5 章 Numpy -Array Attributes
- 第 6 章 Pandas
- 第 7 章 Matplotlib- Introduction
- 第 8 章 Introduction to Data Science
- 第 9 章 Create simple machine learning models with sklearn
- 第 10 章 Flight Delay Prediction with real world data
課程內容
- Implement Machine Learning Algorithms
- Use python for Data science and Machine Learning
- Use Numpy and multidimensional array operations
- Do exploratory Data analysis with pandas profiling
- Create complex visualization with matplotlib and plotly
- Use Scikit-learn for Machine Learning Task
- Linear Regression
- Random Forest and Decision Tree
- Statistics For Data Science and Machine Learning
此課程所涵蓋的技能
評價
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PPinky Dembla
for beginners this can be little tough
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YYashna Sachdev
Instructor not responding to questions in a timely manner. Still hasn't responded to some of mine that I asked weeks ago.
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RRoshni D'cruz
The best course and well explained.
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KKannan Ramalingam
The pronunciation of some of the frequently used words could be improved which were really distracting (for eg., like "Example" being pronounced as "Ejjample") while trying to follow the actual content.
