Visualization Machine Learning in Python

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Nome:	Visualization Machine Learning in Python
Description: Description You’ve just stumbled upon the most complete, in-depth Visualization/Dimensionality Reduction course online. Whether you want to: – build the skills you need to get your first Data Scientist job – move to a more senior software developer position – become a computer scientist mastering in data science and machine learning – or just learn dimensionality reduction to be able to work on your own data science projects quickly. …this complete Dimensionality Reduction Masterclass is the course you need to do all of this, and more. This course is designed to give you the Visualization/Dimensionality Reduction skills you need to become an expert data scientist. By the end of the course, you will understand Visualization/Dimensionality Reduction extremely well and be able to use the techniques on your own projects and be productive as a computer scientist and data analyst. What makes this course a bestseller? Like you, thousands of others were frustrated and fed up with fragmented Youtube tutorials or incomplete or outdated courses which assume you already know a bunch of stuff, as well as thick, college-like textbooks able to send even the most caffeine-fuelled coder to sleep. Like you, they were tired of low-quality lessons, poorly explained topics, and confusing info presented in the wrong way. That’s why so many find success in this complete Visualization/Dimensionality Reduction course. It’s designed with simplicity and seamless progression in mind through its content. This course assumes no previous data science experience and takes you from absolute beginner core concepts. You will learn the core Visualization/Dimensionality Reduction techniques and master data science. It’s a one-stop shop to learn Visualization/Dimensionality Reduction. If you want to go beyond the core content you can do so at any time. Here’s just some of what you’ll learn (It’s okay if you don’t understand all this yet, you will in the course) All the essential Visualization/Dimensionality Reduction techniques: PCA, LLE, t-SNE, ISOMAP… Their arguments and expressions needed to fully understand exactly what you’re coding and why – making programming easy to grasp and less frustrating. You will learn the answers to questions like What is a High Dimensionality Dataset, What are rules and models and to reduce the dimensionality and Visualize complex decisions Complete chapters on Dimensionality of Datasets and many aspects of the Dimensionality Reduction mechanism (the protocols and tools for building applications) so you can code for all platforms and derestrict your program’s user base. How to apply powerful machine learning techniques using Dimensionality Reduction. What if I have questions? As if this course wasn’t complete enough, I offer full support, answering any questions you have. This means you’ll never find yourself stuck on one lesson for days on end. With my hand-holding guidance, you’ll progress smoothly through this course without any major roadblocks. There’s no risk either! This course comes with a full guarantee. Meaning if you are not completely satisfied with the course or your progress, simply let me know and I’ll refund you 100%, every last penny no questions asked. You either end up with Visualization/Dimensionality Reduction skills, go on to develop great programs and potentially make an awesome career for yourself, or you try the course and simply get all your money back if you don’t like it… You literally can’t lose. Moreover, the course is packed with practical exercises that are based on real-life case studies. So not only will you learn the theory, but you will also get lots of hands-on practice building your own models. And as a bonus, this course includes Python code templates which you can download and use on your own projects. Ready to get started, developer? Enroll now using the “Add to Cart” button on the right, and get started on your way to creative, advanced Data Science brilliance. Or, take this course for a free spin using the preview feature, so you know you’re 100% certain this course is for you. See you on the inside (hurry, Visualization is waiting!) Who this course is for: Any people who want to start learning Dimensionality Reduction in Machine Learning Anyone interested in Machine Learning Students who have at least high school knowledge in math and who want to start learning Machine Learning. Any people who are not that comfortable with coding but who are interested in Machine Learning and want to apply it easily on datasets Any students in college who want to start a career in Data Science Any people who are not satisfied with their job and who want to become a Data Scientist Any data analysts who want to level up in Machine Learning Any people who want to create added value to their business by using powerful Machine Learning tools Requirements No data science experience is necessary to take this course. Any computer and OS will work — Windows, macOS or Linux. We will set up your code environment in the course. Last Updated 2/2023
Video YouTube:
Categoria:	Tutorials
Idioma:	English
Total Size:	4.14 GB
Informações Hash:	0A7366C81EA84E41A45CCAE6B07BF97EE222DAB2
Adicionado por:	tutsnode
Data adicionada:	2023-04-02 19:54:39
Torrent Status:	Torrent Verified

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TutsNode.net.txt	63.00 B
[TGx]Downloaded from torrentgalaxy.to .txt	585.00 B
[TutsNode.net] - Visualization Machine Learning in Python/1 - Code Environment Setup/1 - Google Colab for Programming in Python.mp4	9.57 MB
[TutsNode.net] - Visualization Machine Learning in Python/1 - Code Environment Setup/1 - Google-Colab-for-Programming-in-Python.pdf	577.77 kB
[TutsNode.net] - Visualization Machine Learning in Python/2 - Principal Component Analysis PCA/2 - Introduction to PCA.mp4	19.88 MB
[TutsNode.net] - Visualization Machine Learning in Python/2 - Principal Component Analysis PCA/2 - Introduction-to-PCA.pdf	194.44 kB
[TutsNode.net] - Visualization Machine Learning in Python/2 - Principal Component Analysis PCA/3 - crabs.csv	5.97 kB
[TutsNode.net] - Visualization Machine Learning in Python/2 - Principal Component Analysis PCA/3 - Introduction to the Dataset.mp4	166.31 MB
[TutsNode.net] - Visualization Machine Learning in Python/2 - Principal Component Analysis PCA/3 - Introduction-to-the-Dataset.ipynb	43.87 kB
[TutsNode.net] - Visualization Machine Learning in Python/2 - Principal Component Analysis PCA/3 - Introduction-to-the-Dataset.pdf	167.98 kB
[TutsNode.net] - Visualization Machine Learning in Python/2 - Principal Component Analysis PCA/4 - Initial Visualization.mp4	217.32 MB
[TutsNode.net] - Visualization Machine Learning in Python/2 - Principal Component Analysis PCA/4 - Initial-Visualization.ipynb	719.22 kB
[TutsNode.net] - Visualization Machine Learning in Python/2 - Principal Component Analysis PCA/4 - Initial-Visualization.pdf	243.93 kB
[TutsNode.net] - Visualization Machine Learning in Python/2 - Principal Component Analysis PCA/5 - PCA-in-Crabs-Dataset.ipynb	986.53 kB
[TutsNode.net] - Visualization Machine Learning in Python/2 - Principal Component Analysis PCA/5 - Using PCA.mp4	461.57 MB
[TutsNode.net] - Visualization Machine Learning in Python/2 - Principal Component Analysis PCA/5 - Using-PCA.pdf	388.94 kB
[TutsNode.net] - Visualization Machine Learning in Python/2 - Principal Component Analysis PCA/6 - Explanation of PCA.mp4	98.21 MB
[TutsNode.net] - Visualization Machine Learning in Python/2 - Principal Component Analysis PCA/6 - Principal-Component-Analysis-PCA.pdf	567.85 kB
[TutsNode.net] - Visualization Machine Learning in Python/3 - Locally Linear Embedding LLE/10 - Using LLE.mp4	200.10 MB
[TutsNode.net] - Visualization Machine Learning in Python/3 - Locally Linear Embedding LLE/10 - Using-LLE.pdf	199.84 kB
[TutsNode.net] - Visualization Machine Learning in Python/3 - Locally Linear Embedding LLE/10 - Using-Locally-Linear-Embedding.ipynb	83.73 kB
[TutsNode.net] - Visualization Machine Learning in Python/3 - Locally Linear Embedding LLE/11 - LLE with 3 Dimensions.mp4	201.84 MB
[TutsNode.net] - Visualization Machine Learning in Python/3 - Locally Linear Embedding LLE/11 - LLE-with-3-Dimensions.ipynb	218.64 kB
[TutsNode.net] - Visualization Machine Learning in Python/3 - Locally Linear Embedding LLE/11 - LLE-with-3-Dimensions.pdf	237.06 kB
[TutsNode.net] - Visualization Machine Learning in Python/3 - Locally Linear Embedding LLE/7 - Introduction to LLE.mp4	19.62 MB
[TutsNode.net] - Visualization Machine Learning in Python/3 - Locally Linear Embedding LLE/7 - Introduction-to-LLE.pdf	237.03 kB
[TutsNode.net] - Visualization Machine Learning in Python/3 - Locally Linear Embedding LLE/8 - Locally Linear Embedding Algorithm.mp4	19.17 MB
[TutsNode.net] - Visualization Machine Learning in Python/3 - Locally Linear Embedding LLE/8 - Locally-Linear-Embedding-Algorithm.pdf	295.99 kB
[TutsNode.net] - Visualization Machine Learning in Python/3 - Locally Linear Embedding LLE/9 - crabs.csv	5.97 kB
[TutsNode.net] - Visualization Machine Learning in Python/3 - Locally Linear Embedding LLE/9 - Introduction to the Dataset.mp4	84.85 MB
[TutsNode.net] - Visualization Machine Learning in Python/3 - Locally Linear Embedding LLE/9 - Introduction-to-the-Dataset.ipynb	11.06 kB
[TutsNode.net] - Visualization Machine Learning in Python/3 - Locally Linear Embedding LLE/9 - Introduction-to-the-Dataset.pdf	163.22 kB
[TutsNode.net] - Visualization Machine Learning in Python/4 - tStochastic Neighbor Embedding tSNE/12 - Introduction to tSNE.mp4	35.46 MB
[TutsNode.net] - Visualization Machine Learning in Python/4 - tStochastic Neighbor Embedding tSNE/12 - Introduction-to-t-SNE.pdf	374.68 kB
[TutsNode.net] - Visualization Machine Learning in Python/4 - tStochastic Neighbor Embedding tSNE/13 - Dataset.mp4	3.02 MB
[TutsNode.net] - Visualization Machine Learning in Python/4 - tStochastic Neighbor Embedding tSNE/14 - crabs.csv	5.97 kB
[TutsNode.net] - Visualization Machine Learning in Python/4 - tStochastic Neighbor Embedding tSNE/14 - Introduction to the Dataset.mp4	84.94 MB
[TutsNode.net] - Visualization Machine Learning in Python/4 - tStochastic Neighbor Embedding tSNE/14 - Introduction-to-the-Dataset.ipynb	11.06 kB
[TutsNode.net] - Visualization Machine Learning in Python/4 - tStochastic Neighbor Embedding tSNE/14 - Introduction-to-the-Dataset.pdf	163.22 kB
[TutsNode.net] - Visualization Machine Learning in Python/4 - tStochastic Neighbor Embedding tSNE/15 - tSNE on Raw Data.mp4	256.69 MB
[TutsNode.net] - Visualization Machine Learning in Python/4 - tStochastic Neighbor Embedding tSNE/15 - Using-t-SNE-on-Raw-Data.pdf	182.03 kB
[TutsNode.net] - Visualization Machine Learning in Python/4 - tStochastic Neighbor Embedding tSNE/15 - Using-t-SNE-with-Raw-Data.ipynb	192.77 kB
[TutsNode.net] - Visualization Machine Learning in Python/4 - tStochastic Neighbor Embedding tSNE/16 - tSNE on Scaled Data.mp4	145.39 MB
[TutsNode.net] - Visualization Machine Learning in Python/4 - tStochastic Neighbor Embedding tSNE/16 - Using-t-SNE-on-Scaled-Data.pdf	180.83 kB
[TutsNode.net] - Visualization Machine Learning in Python/4 - tStochastic Neighbor Embedding tSNE/16 - Using-t-SNE-with-Scaled-Data.ipynb	395.47 kB
[TutsNode.net] - Visualization Machine Learning in Python/4 - tStochastic Neighbor Embedding tSNE/17 - tSNE on Standardized Data.mp4	146.62 MB
[TutsNode.net] - Visualization Machine Learning in Python/4 - tStochastic Neighbor Embedding tSNE/17 - Using-t-SNE-on-Standardized-Data.pdf	182.66 kB
[TutsNode.net] - Visualization Machine Learning in Python/4 - tStochastic Neighbor Embedding tSNE/17 - Using-t-SNE-with-Standardized-Data.ipynb	583.61 kB
[TutsNode.net] - Visualization Machine Learning in Python/5 - Multidimensional Scaling MDS/18 - Introduction to MDS.mp4	21.18 MB
[TutsNode.net] - Visualization Machine Learning in Python/5 - Multidimensional Scaling MDS/18 - Introduction-to-Multidimensional-Scaling.pdf	164.48 kB
[TutsNode.net] - Visualization Machine Learning in Python/5 - Multidimensional Scaling MDS/19 - MDS-with-2-Dimensions.ipynb	89.60 kB
[TutsNode.net] - Visualization Machine Learning in Python/5 - Multidimensional Scaling MDS/19 - Multidimensional-Scaling-with-2-Dimensions.pdf	158.90 kB
[TutsNode.net] - Visualization Machine Learning in Python/5 - Multidimensional Scaling MDS/19 - Using MDS with 2 Dimensions.mp4	150.06 MB
[TutsNode.net] - Visualization Machine Learning in Python/5 - Multidimensional Scaling MDS/20 - MDS-with-3-Dimensions.ipynb	230.70 kB
[TutsNode.net] - Visualization Machine Learning in Python/5 - Multidimensional Scaling MDS/20 - Multidimensional-Scaling-with-3-Dimensions.pdf	158.83 kB
[TutsNode.net] - Visualization Machine Learning in Python/5 - Multidimensional Scaling MDS/20 - Using MDS with 3 Dimensions.mp4	143.75 MB
[TutsNode.net] - Visualization Machine Learning in Python/6 - ISOMAP/21 - Introduccion to ISOMAP.mp4	17.46 MB
[TutsNode.net] - Visualization Machine Learning in Python/6 - ISOMAP/21 - Introduction-to-ISOMAP.pdf	164.31 kB
[TutsNode.net] - Visualization Machine Learning in Python/6 - ISOMAP/22 - ISOMAP with 2 Dimensions.mp4	214.13 MB
[TutsNode.net] - Visualization Machine Learning in Python/6 - ISOMAP/22 - ISOMAP-with-2-Dimensions.ipynb	90.13 kB
[TutsNode.net] - Visualization Machine Learning in Python/6 - ISOMAP/22 - ISOMAP-with-2-Dimensions.pdf	160.03 kB
[TutsNode.net] - Visualization Machine Learning in Python/6 - ISOMAP/23 - ISOMAP with 3 Dimensions.mp4	247.82 MB
[TutsNode.net] - Visualization Machine Learning in Python/6 - ISOMAP/23 - ISOMAP-with-3-Dimensions.ipynb	224.77 kB
[TutsNode.net] - Visualization Machine Learning in Python/6 - ISOMAP/23 - ISOMAP-with-3-Dimensions.pdf	160.15 kB
[TutsNode.net] - Visualization Machine Learning in Python/7 - Fisher Discriminant Analysis/24 - Introduction to Fisher Discriminant Analysis.mp4	12.68 MB
[TutsNode.net] - Visualization Machine Learning in Python/7 - Fisher Discriminant Analysis/24 - Introduction-to-Fisher-Discriminant-Analysis.pdf	196.68 kB
[TutsNode.net] - Visualization Machine Learning in Python/7 - Fisher Discriminant Analysis/25 - Dataset Information.mp4	2.97 MB
[TutsNode.net] - Visualization Machine Learning in Python/7 - Fisher Discriminant Analysis/26 - Introduction to the Dataset.mp4	84.95 MB
[TutsNode.net] - Visualization Machine Learning in Python/7 - Fisher Discriminant Analysis/26 - Introduction-to-the-Dataset.ipynb	11.06 kB
[TutsNode.net] - Visualization Machine Learning in Python/7 - Fisher Discriminant Analysis/26 - Introduction-to-the-Dataset.pdf	163.22 kB
[TutsNode.net] - Visualization Machine Learning in Python/7 - Fisher Discriminant Analysis/27 - Fisher Discriminant Analysis with 2 Dimensions.mp4	209.59 MB
[TutsNode.net] - Visualization Machine Learning in Python/7 - Fisher Discriminant Analysis/27 - Fisher-Discriminant-Analysis-with-2-Dimensions.ipynb	97.40 kB
[TutsNode.net] - Visualization Machine Learning in Python/7 - Fisher Discriminant Analysis/27 - Fisher-Discriminant-Analysis-with-2-Dimensions.pdf	250.88 kB
[TutsNode.net] - Visualization Machine Learning in Python/7 - Fisher Discriminant Analysis/28 - Fisher Discriminant Analysis with 3 Dimensions.mp4	188.01 MB
[TutsNode.net] - Visualization Machine Learning in Python/7 - Fisher Discriminant Analysis/28 - Fisher-Discriminant-Analysis-with-3-Dimensions.ipynb	216.03 kB
[TutsNode.net] - Visualization Machine Learning in Python/7 - Fisher Discriminant Analysis/28 - Fisher-Discriminant-Analysis-with-3-Dimensions.pdf	251.00 kB
[TutsNode.net] - Visualization Machine Learning in Python/8 - Final Project Images/29 - Images.mp4	1.98 MB
[TutsNode.net] - Visualization Machine Learning in Python/8 - Final Project Images/30 - Introduction to Image Dataset.mp4	91.33 MB
[TutsNode.net] - Visualization Machine Learning in Python/8 - Final Project Images/30 - Introduction-to-Image-Dataset.ipynb	22.22 kB
[TutsNode.net] - Visualization Machine Learning in Python/8 - Final Project Images/30 - Introduction-to-Image-Dataset.pdf	302.75 kB
[TutsNode.net] - Visualization Machine Learning in Python/8 - Final Project Images/31 - Locally Linear Embedding.mp4	165.30 MB
[TutsNode.net] - Visualization Machine Learning in Python/8 - Final Project Images/31 - Locally-Linear-Embedding.ipynb	221.98 kB
[TutsNode.net] - Visualization Machine Learning in Python/8 - Final Project Images/31 - Locally-Linear-Embedding.pdf	308.25 kB
[TutsNode.net] - Visualization Machine Learning in Python/8 - Final Project Images/32 - Principal Component Analysis.mp4	164.80 MB
[TutsNode.net] - Visualization Machine Learning in Python/8 - Final Project Images/32 - Principal-Component-Analysis.ipynb	347.33 kB
[TutsNode.net] - Visualization Machine Learning in Python/8 - Final Project Images/32 - Principal-Component-Analysis.pdf	303.71 kB
[TutsNode.net] - Visualization Machine Learning in Python/8 - Final Project Images/33 - Fisher Discriminant Analysis.mp4	182.82 MB
[TutsNode.net] - Visualization Machine Learning in Python/8 - Final Project Images/33 - Fisher-Discriminant-Analysis.ipynb	316.70 kB
[TutsNode.net] - Visualization Machine Learning in Python/8 - Final Project Images/33 - Fisher-Discriminant-Analysis.pdf	303.20 kB
[TutsNode.net] - Visualization Machine Learning in Python/8 - Final Project Images/34 - ISOMAP-Image-Project.ipynb	306.48 kB
[TutsNode.net] - Visualization Machine Learning in Python/8 - Final Project Images/34 - ISOMAP-Image-Project.pdf	303.85 kB
[TutsNode.net] - Visualization Machine Learning in Python/8 - Final Project Images/34 - ISOMAP.mp4	151.13 MB

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Visualization Machine Learning in Python