Python Data Science Professional Certificate

What you will learn:
- Understand Python language basics and how they apply to data science.
- Practice iterative data science using Jupyter notebooks on IBM Cloud.
- Analyze data using Python libraries like pandas and numpy.
- Create stunning data visualizations with matplotlib, folium, and seaborn.
- Build machine learning models using scipy and scikitlearn.
- Demonstrate proficiency in solving real life data science problems.

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Analyzing Data with Python (edX)

Self Paced
Analyzing Data with Python (edX)
Course Auditing
EdX
IBM
Categories
CS: Programming
Statistics & Data Analysis
Effort
Beginner
Self-Paced
2-4 hours/week
Languages
English
English
Analyzing Data with Python (edX)
In this course, you will learn how to analyze data in Python using multi-dimensional arrays in numpy, manipulate DataFrames in pandas, use SciPy library of mathematical routines, and perform machine learning using scikit-learn!
1
Average: 1 ( 2 votes )
Data Analysis
Numpy
Numpy Arrays
Pandas
Pandas DataFrame
SciPy Library
Machine Learning
Datasets
ANOVA
Descriptive Statistics
Correlation
Model Evaluation
Grouping
Linear Regression
Python Data Science Professional Certificate
IBM Data Science Professional Certificate edX
Data Analyst Professional Certificate
Python
Python Programming
View more details
Self Paced
Course Auditing
EdX
IBM
CS: Programming
Statistics & Data Analysis
Beginner
Self-Paced
2-4 hours/week
84.00 EUR
English
English

Visualizing Data with Python (edX)

Self Paced
Visualizing Data with Python (edX)
Course Auditing
EdX
IBM
Categories
CS: Programming
Statistics & Data Analysis
Effort
Intermediate
Self-Paced
2-4 hours/week
Languages
English
English
Visualizing Data with Python (edX)
Data visualization is the graphical representation of data in order to interactively and efficiently convey insights to clients, customers, and stakeholders in general. "A picture is worth a thousand words." We are all familiar with this expression. It especially applies when trying to explain the insights obtained from the [...]
0
No votes yet
Python Data Science Professional Certificate
IBM Data Science Professional Certificate edX
Data Analyst Professional Certificate
Python
Python Programming
Data Visualization
Matplotlib
Seaborn
Folium
Area Plots
Histogram
Bar Charts
Charts
Maps
View more details
Self Paced
Course Auditing
EdX
IBM
CS: Programming
Statistics & Data Analysis
Intermediate
Self-Paced
2-4 hours/week
84.00 EUR
English
English

Python Basics for Data Science (edX)

Self Paced
Python Basics for Data Science (edX)
Course Auditing
EdX
IBM
Categories
CS: Programming
Statistics & Data Analysis
Effort
Beginner
Self-Paced
2-5 hours/week
Languages
English
English
Python Basics for Data Science (edX)
This Python course provides a beginner-friendly introduction to Python for Data Science. Practice through lab exercises, and you'll be ready to create your first Python scripts on your own! Kickstart your learning of Python for data science, as well as programming in general with this introduction to Python course. [...]
1
Average: 1 ( 3 votes )
Python Data Science Professional Certificate
IBM Data Science Professional Certificate edX
Applied AI Professional Certificate
Data Analyst Professional Certificate
Full Stack Cloud Developer Professional Certificate
Python
Python Programming
Data Science
Python Scripts
Python Data Structures
View more details
Self Paced
Course Auditing
EdX
IBM
CS: Programming
Statistics & Data Analysis
Beginner
Self-Paced
2-5 hours/week
84.00 EUR
English
English

Data Science and Machine Learning Capstone Project (edX)

Self Paced
Data Science and Machine Learning Capstone Project (edX)
Course Auditing
EdX
IBM
Categories
Data Science
Statistics & Data Analysis
Effort
Intermediate
Self-Paced
3-4 hours/week
Languages
English
English
Data Science and Machine Learning Capstone Project (edX)
Create a project that you can use to showcase your Data Science skills to prospective employers. Apply various data science and machine learning techniques to analyze and visualize a data set involving a real life business scenario and build a predictive model. Now that you've taken several courses on [...]
8
Average: 8 ( 3 votes )
Python
Machine Learning
Data Science
IBM Data Science Professional Certificate
Python Data Science Professional Certificate
View more details
Self Paced
Course Auditing
EdX
IBM
Data Science
Statistics & Data Analysis
Intermediate
Self-Paced
3-4 hours/week
126.00 EUR
English
English

Machine Learning with Python: A Practical Introduction (edX)

Self Paced
Machine Learning with Python: A Practical Introduction (edX)
Course Auditing
EdX
IBM
Categories
Statistics & Data Analysis
Data Science
Effort
Beginner
Self-Paced
4-6 hours/week
Languages
English
English
Machine Learning with Python: A Practical Introduction (edX)
Machine Learning can be an incredibly beneficial tool to uncover hidden insights and predict future trends. This Machine Learning with Python course will give you all the tools you need to get started with supervised and unsupervised learning.
6
Average: 6 ( 2 votes )
Linear Regression
Classification
Regression
Statistical Modeling
Python
Machine Learning
IBM Data Science Professional Certificate
Python Data Science Professional Certificate
View more details
Self Paced
Course Auditing
EdX
IBM
Statistics & Data Analysis
Data Science
Beginner
Self-Paced
4-6 hours/week
360.00 EUR
English
English