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Introduction to Machine Learning & Python for ML

Beginner
€20
9h 15m
10 lessons

Master the fundamentals of supervised and unsupervised learning while building proficiency with essential Python libraries like NumPy, Pandas, and Scikit-learn for data manipulation and modeling.

Machine Learning
Python
Supervised Learning
Unsupervised Learning
Scikit-learn

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Lessons

1

ML Demystified: Types & Real-World Applications

75 min

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2

Learning Paradigms: Supervised & Unsupervised Strategies

60 min

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3

NumPy Power: Arrays, Matrices, & Fast Computations

60 min

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4

Hands-On #1

60 min

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5

Quiz #1

30 min

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6

Data Manipulation with Pandas

60 min

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7

Data Visualization with Matplotlib, Seaborn & Plotly

60 min

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8

Model Training with Scikit-learn

60 min

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9

Hands-On #2

60 min

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10

Quiz #2

30 min

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