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返回到 使用 Python 进行数据分析

學生對 IBM 技能网络 提供的 使用 Python 进行数据分析 的評價和反饋

4.7
16,178 個評分

課程概述

Analyzing data with Python is an essential skill for Data Scientists and Data Analysts. This course will take you from the basics of data analysis with Python to building and evaluating data models. Topics covered include: - collecting and importing data - cleaning, preparing & formatting data - data frame manipulation - summarizing data - building machine learning regression models - model refinement - creating data pipelines You will learn how to import data from multiple sources, clean and wrangle data, perform exploratory data analysis (EDA), and create meaningful data visualizations. You will then predict future trends from data by developing linear, multiple, polynomial regression models & pipelines and learn how to evaluate them. In addition to video lectures you will learn and practice using hands-on labs and projects. You will work with several open source Python libraries, including Pandas and Numpy to load, manipulate, analyze, and visualize cool datasets. You will also work with scipy and scikit-learn, to build machine learning models and make predictions. If you choose to take this course and earn the Coursera course certificate, you will also earn an IBM digital badge....

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RP

2019年4月19日

perfect for beginner level. all the concepts with code and parameter wise have been explained excellently. overall best course in making anyone eager to learn from basics to handle advances with ease.

SC

2020年5月5日

I started this course without any knowledge on Data Analysis with Python, and by the end of the course I was able to understand the basics of Data Analysis, usage of different libraries and functions.

篩選依據:

301 - 使用 Python 进行数据分析 的 325 個評論(共 2,443 個)

創建者 Ben M

2020年7月27日

Would be useful to have some of the visualisation techniques before this session, but a good run through of how to analyse data in Python, build models and validate them

創建者 Matteo M

2020年4月11日

Good course, with some previous experience on basic python and pandas it takes you thru data analysis with hands-on example on real word data. Interesting and effective.

創建者 Quynh N P

2020年8月5日

I had so much fun during learning this course. It helps me get to know and do basic coding. Definitely recommended for anyone who want to have a brief of data analysis.

創建者 Josh V

2020年5月16日

Good mix of Python programming and libraries, data analysis, and linear regression. Fundamental concepts that will really be helpful with data analysis and modelling.

創建者 Cassandra d C

2020年4月22日

The course was interesting and slightly challenging. My favourite course on Coursera so far! Even as a qualified chemical engineer, I learnt a few interesting things.

創建者 Nora W

2020年3月2日

This has been by far the most difficult course I've taken. I guess that if you have some background in statistics, this will be easier for you. Quite the challenge!!!

創建者 Odejide M

2020年2月17日

This is an awesome course for anyone who wishes to start a career in data analysis using python.

The tutorial is well organized and structured with detailed materials.

創建者 Adam C

2020年1月20日

Iimportar, Domar, Explorar y Seleccionar datos y para entrenar un modelo de regresión lineal, evaluar y seleccionar hiperparametro adecuado para tener un buen modelo

創建者 CHIN W L

2019年12月7日

I learned a lot from this course, especially on data preparation, wrangling, analysis and understanding data modelling. Thumb up to the instructors and IBM, Thanks!.

創建者 Atikah F

2020年6月20日

Another great course to learn more deeply about Data Analysis with methods that beginners are able to understand. Keep the good work up! Thank you Coursera and IBM!

創建者 Abhishek R

2020年5月13日

This course provides a good understanding of different steps involved in data analysis.The labs provided help us to see the output of our code which is very useful.

創建者 Sherl D

2018年8月6日

I like this one very much. Yes, the course was difficult but easy to follow and enjoyable. Thank you for making me think a lot, and thank you for all your hardwork.

創建者 Aaminah A

2022年1月8日

I enjoyed the course thoroughly. Anyone looking to start their career as a Data Analyst or Data Scientist should definitely take this course. Highly Recommended!!

創建者 Magdalena C

2020年6月21日

Very interesting course. Definitively I will apply what I been learned at work.

Easy to study due to flexible hours and very simple way of introducing the subject.

創建者 Devyani S

2019年11月9日

Coursera is a commendable website and has helped me a lot in learning new skills from established organisations.

A great shout-out to my Instructor and my peers! :)

創建者 Saurabh M

2019年3月15日

It is a great gateway

course into the world of data science. It is mainly focussed on theoritical concepts of data science which have wide range of applications .

創建者 Gabriel A S

2018年7月29日

The course is great for beginners and anybody interested in data analysis. Lessons were clear, and interactive labs allowed to strengthen your learning experience.

創建者 Albert K

2021年4月16日

This course deserves a 5 star, was nice and educative indeed. Only that the final project was so easy, but course material was very consistent and understandable

創建者 Liliana A M

2020年2月15日

It is an excellent course that helps develop skills such as English language management as well as introducing you to the programming language and data analysis.

創建者 Devkul S

2019年2月19日

This course is very beneficial those who want to build carrier in data science. Each topics are cleared very nicely and the lab exercise clears the most concept.

創建者 Satvik C

2020年2月4日

I have learned a lot if things regarding data analysis .

thanks to the teachers for helping me to understand how to analysis the data in different ways.

thank you

創建者 Juan C A G

2020年8月3日

I found the material very useful, well structured and hands-on oriented. There are many complex matters, lsuch as Advanced Statisctics covered in simple terms.

創建者 Anuar M

2020年3月11日

Excellent class for new data science to learn about data per-processing, data modelling and analysis. Highly recommended for those who are new to data science.

創建者 SHOBHIT Y

2019年5月6日

My experience for this course on data analysis was really enriching where I learned various machine learning techniques and applied to real practical datasets.

創建者 Tuệ N H

2021年12月10日

Thank to Financial Aid, I have completed this course. The course helps me to get an overview of Data Analysis, it is easy to understand. The audio is clearly.