Description
Complete Data Science & Machine Learning Bootcamp in Python course. Master a field of this century In this course, you’ll learn how to get started in data science. You do not need any prior knowledge of programming. We’ll teach you the Python basics you need to get started. Here are some of the things we will cover in this course
- Data science process
- Python for data science
- NumPy for numerical calculations
- Pandas for data manipulation
- Matplotlib for visualization
- Seaborn for Beautiful Visuals
- Conspiracy for interactive images
- An introduction to machine learning
- Dask for big data
- Power BI Desktop
- Google Data Studio
- Mining Law Association – Apriori
- Deep learning
- Apache Spark for Big Data Management
For the machine learning part here are the things we will cover:
- How do algorithms work?
- Advantages and disadvantages of different algorithms
- Importance of features
- measures
- Cross-validation
- Fight too much
- Set metaparameters
- Imbalanced data management
- Tensorflow and Cross
- Automatic Machine Learning (AutoML)
- Natural Language Processing
The course also includes exercises and solutions to help you practice what you’ve learned.
What you will learn in the Complete Data Science & Machine Learning Bootcamp in Python course
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Python for data science
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Data science process
-
NumPy for numerical calculations
-
Pandas for data manipulation
-
Matplotlib for visualization
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Born in the sea for beautiful pictures
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Map for interactive images
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An introduction to machine learning
-
Dask for big data
-
logistic regression
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Deep learning using Keras and TensorFlow
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Artificial Neural Networks
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Convolutional neural networks
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Natural Language Processing
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Support vector machines
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nearest neighbors
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K-means clustering
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Principal component analysis
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Mining Law Association – Apriori
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Creating a dashboard in Power BI
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Data science applications with Dash
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Apache Spark in Python
This course is suitable for people who
- People who like to get started with data science and machine learning without prior knowledge
- People who like to update their data science and machine learning knowledge
Details of the Complete Data Science & Machine Learning Bootcamp in Python course
- Publisher: Yudmi
- teacher: Derrick Mwiti , Namespace Labs
- Training level: beginner to advanced
- Training duration: 18 hours and 4 minutes
- Number of courses: 366
Course topics on 10/2022
Prerequisites of the Complete Data Science & Machine Learning Bootcamp in Python course
- No prior programming experience required. We’ll start from the basics
Course images
Sample video of the course
Installation guide
After Extract, view with your favorite Player.
English subtitle
Quality: 720p
download link
File(s) password: www.downloadly.ir
Volume
7.67 GB
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