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    "**Course instructor: **\n",
    "Ivan Oseledes\n",
    "\n",
    "** TAs:**\n",
    "Maxim Rakhuba, Evgeny Frolov, Alexander Fonarev, Daria Sushnikova, Denis Kolesnikov\n",
    "\n",
    "**List of projects:** [Link](list_of_projects.ipynb)"
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    "| Week | Classes | Homework | Tests |\n",
    "|------|----------|----------|-------|\n",
    "|1| [Course Syllabus](lectures/lecture-0.ipynb), <br> [Python Crash Course](lectures/Python_crash_course.ipynb),<br> [Lecture 1 (PCA, ICA demos)](lectures/lec-1.ipynb)| [Problem set 1](psets/pset1.ipynb)| \n",
    "| | [Lecture 2 (Floating point, Vector norms, Stability)](lectures/lecture-2.ipynb),<br> [IPython Intro](lectures/IPython_Intro.ipynb)\n",
    "| | [Lecture 3.1 (Matrix multiplication part 1)](lectures/lecture-3.1.ipynb), <br> [Lecture 3.2 (Matrix norms, Scalar product, Unitary matrices)](lectures/lecture-3.2.ipynb), <br> [Python Intro](lectures/Python_Intro.ipynb)| \n",
    "|2| [Lecture 4 (Matrix-by-vector multiplication, FFT, fast convolution)](lectures/lecture-4.ipynb) | [Problem set 2](psets/pset2.ipynb)|\n",
    "| | [Lecture 5 (Matrix multiplication part 2: Strassen)](lectures/lecture-5.ipynb) <br> [Practice (Circulant matrix example)](lectures/practice_1.ipynb)|\n",
    "| | [Practice session](lectures/practice_session2.ipynb)\n",
    "|3| [Lecture 6 (Ranks, SVD)](lectures/lecture-6.ipynb) | [Problem set 3](psets/pset3.ipynb)|\n",
    "| | [Lecture 7 (Linear systems)](lectures/lecture-7.ipynb)\n",
    "| | [Lecture 8 (Eigenvalues & eigenvectors)](lectures/lecture-8.ipynb)\n",
    "|4|   [Lecture 9 (Matrix factorizations)](lectures/lecture-9.ipynb)| \n",
    "| |   [Lecture 10 (Algorithms for eigenvalue problems, SVD)](lectures/lecture-10.ipynb) | |Mid-term test\n",
    "| |   [Lecture 11 (Sparse matrices-1)](lectures/lecture-11.ipynb) |\n",
    "|5| [Lecture 12 (Iterative methods)](lectures/lecture-12.ipynb) | Problem set 4| \n",
    "| | [Lecture 13 (Iterative method-2)](lectures/lecture-13.ipynb)\n",
    "|6|\n",
    "|7| Ping-pong test\n",
    "|8| Application period"
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