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سيل من التفاصيل عن "Udemy - Machine Learning & Data Science Foundations Masterclass"

Udemy - Machine Learning & Data Science Foundations Masterclass

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آخر فحص: 21-12-2021 14:33:16

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اسم:	Udemy - Machine Learning & Data Science Foundations Masterclass
الوصف: Description To be a good data scientist, you need to know how to use data science and machine learning libraries and algorithms, such as NumPy, TensorFlow and PyTorch, to solve whichever problem you have at hand. To be an excellent data scientist, you need to know how those libraries and algorithms work. This is where our course “Machine Learning & Data Science Foundations Masterclass” comes in. Led by deep learning guru Dr. Jon Krohn, this first entry in the Machine Learning Foundations series will give you the basics of the mathematics such as linear algebra, matrices and tensor manipulation, that operate behind the most important Python libraries and machine learning and data science algorithms. The first step in your journey into becoming an excellent data scientist is broken down as follows: Section 1: Linear Algebra Data Structures Section 2: Tensor Operations Section 3: Matrix Properties Section 4: Eigenvectors and Eigenvalues Section 5: Matrix Operations for Machine Learning Throughout each of the sections, you’ll find plenty of hands-on assignments and practical exercises to get your math game up to speed! Are you ready to become an excellent data scientist? Enroll now! See you in the classroom. Who this course is for: You use high-level software libraries (e.g., scikit-learn, Keras, TensorFlow) to train or deploy machine learning algorithms, and would now like to understand the fundamentals underlying the abstractions, enabling you to expand your capabilities You’re a software developer who would like to develop a firm foundation for the deployment of machine learning algorithms into production systems You’re a data scientist who would like to reinforce your understanding of the subjects at the core of your professional discipline You’re a data analyst or A.I. enthusiast who would like to become a data scientist or data/ML engineer, and so you’re keen to deeply understand the field you’re entering from the ground up (very wise of you!) Requirements All code demos will be in Python so experience with it or another object-oriented programming language would be helpful for following along with the hands-on examples. Familiarity with secondary school-level mathematics will make the class easier to follow along with. If you are comfortable dealing with quantitative information — such as understanding charts and rearranging simple equations — then you should be well-prepared to follow along with all of the mathematics. Last Updated 11/2020
يوتيوب فيديو:
الفئة:	Tutorials
اللغة:	English
إجمالي حجم:	1.08 GB
تجزئة المعلومات:	DB4FBF5E15F722CE564F311371D0381640DB7F97
وأضاف بها:	tutsnode
تاريخ الإضافة:	2020-11-26 21:39:17
سيل مركز:	Torrent Verified

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ملف قائمة:

ملف	حجم
TutsNode.com.txt	63.00 B
[TGx]Downloaded from torrentgalaxy.to .txt	585.00 B
[TutsNode.com] - Machine Learning & Data Science Foundations Masterclass/1. Data Structures for Algebra/1. Introduction.html	2.60 kB
[TutsNode.com] - Machine Learning & Data Science Foundations Masterclass/1. Data Structures for Algebra/10. Generic Tensor Notation.mp4	39.68 MB
[TutsNode.com] - Machine Learning & Data Science Foundations Masterclass/1. Data Structures for Algebra/10. Generic Tensor Notation.srt	8.33 kB
[TutsNode.com] - Machine Learning & Data Science Foundations Masterclass/1. Data Structures for Algebra/11. Exercises on Algebra Data Structures.mp4	10.27 MB
[TutsNode.com] - Machine Learning & Data Science Foundations Masterclass/1. Data Structures for Algebra/11. Exercises on Algebra Data Structures.srt	2.70 kB
[TutsNode.com] - Machine Learning & Data Science Foundations Masterclass/1. Data Structures for Algebra/2. What Linear Algebra Is.mp4	133.02 MB
[TutsNode.com] - Machine Learning & Data Science Foundations Masterclass/1. Data Structures for Algebra/2. What Linear Algebra Is.srt	28.17 kB
[TutsNode.com] - Machine Learning & Data Science Foundations Masterclass/1. Data Structures for Algebra/3. Linear Algebra Exercise.mp4	37.52 MB
[TutsNode.com] - Machine Learning & Data Science Foundations Masterclass/1. Data Structures for Algebra/3. Linear Algebra Exercise.srt	6.49 kB
[TutsNode.com] - Machine Learning & Data Science Foundations Masterclass/1. Data Structures for Algebra/4. Tensors.mp4	13.80 MB
[TutsNode.com] - Machine Learning & Data Science Foundations Masterclass/1. Data Structures for Algebra/4. Tensors.srt	3.20 kB
[TutsNode.com] - Machine Learning & Data Science Foundations Masterclass/1. Data Structures for Algebra/5. Scalars.mp4	96.04 MB
[TutsNode.com] - Machine Learning & Data Science Foundations Masterclass/1. Data Structures for Algebra/5. Scalars.srt	15.95 kB
[TutsNode.com] - Machine Learning & Data Science Foundations Masterclass/1. Data Structures for Algebra/6. Vectors and Vector Transposition.mp4	71.86 MB
[TutsNode.com] - Machine Learning & Data Science Foundations Masterclass/1. Data Structures for Algebra/6. Vectors and Vector Transposition.srt	13.24 kB
[TutsNode.com] - Machine Learning & Data Science Foundations Masterclass/1. Data Structures for Algebra/7. Norms and Unit Vectors.mp4	70.49 MB
[TutsNode.com] - Machine Learning & Data Science Foundations Masterclass/1. Data Structures for Algebra/7. Norms and Unit Vectors.srt	16.97 kB
[TutsNode.com] - Machine Learning & Data Science Foundations Masterclass/1. Data Structures for Algebra/8. Basis, Orthogonal, and Orthonormal Vectors.mp4	27.74 MB
[TutsNode.com] - Machine Learning & Data Science Foundations Masterclass/1. Data Structures for Algebra/8. Basis, Orthogonal, and Orthonormal Vectors.srt	5.51 kB
[TutsNode.com] - Machine Learning & Data Science Foundations Masterclass/1. Data Structures for Algebra/9. Matrix Tensors.mp4	48.28 MB
[TutsNode.com] - Machine Learning & Data Science Foundations Masterclass/1. Data Structures for Algebra/9. Matrix Tensors.srt	9.56 kB
[TutsNode.com] - Machine Learning & Data Science Foundations Masterclass/2. Common Tensor Operations/1. Segment Intro.mp4	4.68 MB
[TutsNode.com] - Machine Learning & Data Science Foundations Masterclass/2. Common Tensor Operations/1. Segment Intro.srt	1.76 kB
[TutsNode.com] - Machine Learning & Data Science Foundations Masterclass/2. Common Tensor Operations/2. Tensor Transposition.mp4	23.50 MB
[TutsNode.com] - Machine Learning & Data Science Foundations Masterclass/2. Common Tensor Operations/2. Tensor Transposition.srt	4.12 kB
[TutsNode.com] - Machine Learning & Data Science Foundations Masterclass/2. Common Tensor Operations/3. Basic Tensor Arithmetic, incl. the Hadamard Product.mp4	33.97 MB
[TutsNode.com] - Machine Learning & Data Science Foundations Masterclass/2. Common Tensor Operations/3. Basic Tensor Arithmetic, incl. the Hadamard Product.srt	6.56 kB
[TutsNode.com] - Machine Learning & Data Science Foundations Masterclass/2. Common Tensor Operations/4. Tensor Reduction.mp4	18.43 MB
[TutsNode.com] - Machine Learning & Data Science Foundations Masterclass/2. Common Tensor Operations/4. Tensor Reduction.srt	3.92 kB
[TutsNode.com] - Machine Learning & Data Science Foundations Masterclass/2. Common Tensor Operations/5. The Dot Product.mp4	32.88 MB
[TutsNode.com] - Machine Learning & Data Science Foundations Masterclass/2. Common Tensor Operations/5. The Dot Product.srt	6.24 kB
[TutsNode.com] - Machine Learning & Data Science Foundations Masterclass/2. Common Tensor Operations/6. Exercises on Tensor Operations.mp4	13.69 MB
[TutsNode.com] - Machine Learning & Data Science Foundations Masterclass/2. Common Tensor Operations/6. Exercises on Tensor Operations.srt	2.97 kB
[TutsNode.com] - Machine Learning & Data Science Foundations Masterclass/2. Common Tensor Operations/7. Tensor Substitution.mp4	37.82 MB
[TutsNode.com] - Machine Learning & Data Science Foundations Masterclass/2. Common Tensor Operations/7. Tensor Substitution.srt	11.64 kB
[TutsNode.com] - Machine Learning & Data Science Foundations Masterclass/2. Common Tensor Operations/8. Tensor Elimination.mp4	40.96 MB
[TutsNode.com] - Machine Learning & Data Science Foundations Masterclass/2. Common Tensor Operations/8. Tensor Elimination.srt	13.86 kB
[TutsNode.com] - Machine Learning & Data Science Foundations Masterclass/3. Matrix Properties/1. Segment Intro.mp4	7.63 MB
[TutsNode.com] - Machine Learning & Data Science Foundations Masterclass/3. Matrix Properties/1. Segment Intro.srt	2.79 kB
[TutsNode.com] - Machine Learning & Data Science Foundations Masterclass/3. Matrix Properties/2. Frobenius Norm.mp4	22.55 MB
[TutsNode.com] - Machine Learning & Data Science Foundations Masterclass/3. Matrix Properties/2. Frobenius Norm.srt	5.82 kB
[TutsNode.com] - Machine Learning & Data Science Foundations Masterclass/3. Matrix Properties/3. Matrix Multiplication.mp4	129.17 MB
[TutsNode.com] - Machine Learning & Data Science Foundations Masterclass/3. Matrix Properties/3. Matrix Multiplication.srt	28.81 kB
[TutsNode.com] - Machine Learning & Data Science Foundations Masterclass/3. Matrix Properties/4. Symmetric Matrices.mp4	23.83 MB
[TutsNode.com] - Machine Learning & Data Science Foundations Masterclass/3. Matrix Properties/4. Symmetric Matrices.srt	5.58 kB
[TutsNode.com] - Machine Learning & Data Science Foundations Masterclass/3. Matrix Properties/5. Exercises on Matrices.mp4	29.81 MB
[TutsNode.com] - Machine Learning & Data Science Foundations Masterclass/3. Matrix Properties/5. Exercises on Matrices.srt	8.37 kB
[TutsNode.com] - Machine Learning & Data Science Foundations Masterclass/3. Matrix Properties/6. Matrix Inversion.mp4	88.60 MB
[TutsNode.com] - Machine Learning & Data Science Foundations Masterclass/3. Matrix Properties/6. Matrix Inversion.srt	19.75 kB
[TutsNode.com] - Machine Learning & Data Science Foundations Masterclass/3. Matrix Properties/7. Diagonal Matrices.mp4	18.35 MB
[TutsNode.com] - Machine Learning & Data Science Foundations Masterclass/3. Matrix Properties/7. Diagonal Matrices.srt	3.69 kB
[TutsNode.com] - Machine Learning & Data Science Foundations Masterclass/3. Matrix Properties/8. Orthogonal Matrices.mp4	29.59 MB
[TutsNode.com] - Machine Learning & Data Science Foundations Masterclass/3. Matrix Properties/8. Orthogonal Matrices.srt	6.04 kB

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Udemy - Machine Learning & Data Science Foundations Masterclass