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.

Über diesen Kurs
You should have a working knowledge of Python and Jupyter Notebooks.
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Probieren Sie Coursera for Business ausWas Sie lernen werden
Develop Python code for cleaning and preparing data for analysis - including handling missing values, formatting, normalizing, and binning data
Perform exploratory data analysis and apply analytical techniques to real-word datasets using libraries such as Pandas, Numpy and Scipy
Manipulate data using dataframes, summarize data, understand data distribution, perform correlation and create data pipelines
Build and evaluate regression models using machine learning scikit-learn library and use them for prediction and decision making
Kompetenzen, die Sie erwerben
- Predictive Modelling
- Python Programming
- Data Analysis
- Data Visualization (DataViz)
- Model Selection
You should have a working knowledge of Python and Jupyter Notebooks.
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Probieren Sie Coursera for Business ausBeginnen Sie damit, auf Ihren Bachelor-Abschluss hinzuarbeiten
Lehrplan - Was Sie in diesem Kurs lernen werden
Importing Datasets
Data Wrangling
Exploratory Data Analysis
Model Development
Bewertungen
- 5 stars75,77 %
- 4 stars18,75 %
- 3 stars3,81 %
- 2 stars0,91 %
- 1 star0,75 %
Top-Bewertungen von DATENANALYSE MIT PYTHON
A great introduction to fitting data in python.
The core principles and measures are well explained.
The only slight minus point: No information about the interpretation of fitting parameters.
Great introduction to data manipulation and analysis for common problems that arise in data science. Also allows you to gain a further understanding of Python syntax, specifically the pandas library.
Really interesting course, if one wants learn programming language. Well designed and structured. Only suggestion is, if the small videos contains example that be really great to understand it well
Data analysis with python has a high standard of content.I hope this is useful for me to crack DS interviews.The content is well structured.Quizzes,assignment and video lectures are corelated.
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