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.
Könnte Ihr Unternehmen von Mitarbeiterweiterbildungen für gefragte Kompetenzen profitieren?
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 stars75,75 %
- 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.
AN excellent course. Hands-on training on the cloud makes an individual really involved. So far the best online course I have ever taken, and I have learned Python programming a lot from this course.
Thank you very much to the instructors. I liked the course but it could have been better designed. More exercises ascending from easy to hard & real and teaching quiz questions would make it perfect.
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.
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