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Data Scientist with Python

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Learning Path 🌱

1
Introduction to Python Basics for Data Science
Learn Python, the most widely used programming language for Data Science.
26 modules
26 Tutorials
11 Exercises
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beginner level
2
Introduction to Exploratory Data Analysis
Learn how to derive insights from data
19 modules
19 Tutorials
2 Exercises
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beginner level
3
Introduction to Numpy
Learn the basics of Numeric Python package used by all the Data Scientists
20 modules
20 Tutorials
9 Exercises
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Beginner level
4
Introduction to Pandas
Learn Pandas which is one of the most widely used Data Analysis tool by Data Scientists
17 modules
17 Tutorials
6 Exercises
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beginner level
5
Introduction to Data Visualization with Matplotlib
Create beautiful visualizations using powerful Python libraries.
10 modules
10 Tutorials
3 Exercises
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beginner level
6
Introduction to Python - Intermediate
Learn the most widely used programming language for Data Science
15 modules
15 Tutorials
5 Exercises
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Intermediate level
7
Data Visualization with Plotly and Dash
Learn about visualizing data with interactive data visualization libraries like Plotly and Dash
5 modules
5 Tutorials
0 Exercises
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intermediate level
8
Data Visualization 101 using Tableau
Learn the Fundamentals of Data Visualization using Tableau
18 modules
18 Tutorials
3 Exercises
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beginner level
9
Data Preparation 101
Learn data preparation steps required for machine learning model building
16 modules
16 Tutorials
0 Exercises
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beginner level
10
Introduction to Implementation of Classification & Regressio...
Learn How to Implement Classification and Regression ML Models
23 modules
23 Tutorials
0 Exercises
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beginner level
11
Supervised Learning Algorithms - Regression
A deep dive into commonly used regression algorithms.
17 modules
17 Tutorials
1 Exercises
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beginner level
12
Supervised Learning Algorithms - Classification
A deep dive into commonly used classification algorithms.
19 modules
19 Tutorials
0 Exercises
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beginner level
13
Unsupervised Learning
Learn about unsupervised learning techniques such as clustering and dimensionality reduction
9 modules
9 Tutorials
2 Exercises
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intermediate level
14
Time Series 101
Understand The What, Why & How of Time Series Analysis
14 modules
14 Tutorials
3 Exercises
100% Online
beginner level
15
Introduction to Time Series Analysis
Learn the fundamental techniques to extract meaningful insights from time series data
12 modules
12 Tutorials
2 Exercises
100% Online
Intermediate level