Linear Algebra for AI Generative AI Agentic AI

14.68 GB | 1h 13min 41s | mp4 | 1920X1080 | 16:9
Genre:eLearning |Language:English

Files Included :
FileName :1 Vectors - Basics.mp4 | Size: (110.97 MB)
FileName :2 Operation on Vectors.mp4 | Size: (141.86 MB)
FileName :3 Co- Ordination System.mp4 | Size: (55.25 MB)
FileName :5 Vector Magnitude and Direction.mp4 | Size: (77.45 MB)
FileName :6 Cosine Rule Triangle of Vectors.mp4 | Size: (110.15 MB)
FileName :7 Projection of Vector.mp4 | Size: (326.2 MB)
FileName :8 Operation of Vectors in Python.mp4 | Size: (47.75 MB)
FileName :9 Vector Norm Magnitude.mp4 | Size: (80.53 MB)
FileName :10 Changing Basis of Vectors.mp4 | Size: (206.05 MB)
FileName :11 Understanding the Basis, Linear combination and Span.mp4 | Size: (94.12 MB)
FileName :19 Matrix Hands-on - Arithmetic Operations.mp4 | Size: (92.64 MB)
FileName :20 Types of Matrices.mp4 | Size: (21.36 MB)
FileName :21 Operations on Matrices.mp4 | Size: (10.97 MB)
FileName :22 Setting the stage for Matrices.mp4 | Size: (196.95 MB)
FileName :23 how Matrices Transform.mp4 | Size: (90.04 MB)
FileName :24 Types of Matrix Transformation.mp4 | Size: (154.39 MB)
FileName :25 Combination or Composition.mp4 | Size: (107.36 MB)
FileName :26 Gaussian Elimination - Solve Equations.mp4 | Size: (35.79 MB)
FileName :27 Vector Matrices relation.mp4 | Size: (6.94 MB)
FileName :28 Determinants.mp4 | Size: (47.83 MB)
FileName :29 Einstein Summation convention.mp4 | Size: (36.35 MB)
FileName :30 Transforming non orthogonal basis.mp4 | Size: (153.65 MB)
FileName :31 Transforming to new Basis.mp4 | Size: (15.35 MB)
FileName :32 Orthogonal Matrices.mp4 | Size: (93.23 MB)
FileName :33 Gram-Schmidt Process.mp4 | Size: (101.68 MB)
FileName :34 Gram-Schmidt in Python.mp4 | Size: (138.65 MB)
FileName :35 Vector Field.mp4 | Size: (78.23 MB)
FileName :36 Eigen Values.mp4 | Size: (154.3 MB)
FileName :37 Eigen - Mathematical sense.mp4 | Size: (144.61 MB)
FileName :38 Changing to Eigen Basis.mp4 | Size: (25.66 MB)
FileName :39 Changing Eigen Basis - Example.mp4 | Size: (113.61 MB)
FileName :40 Eigen Decomposition using Python.mp4 | Size: (10.99 MB)
FileName :41 Eigen Values Calculation - Recap.mp4 | Size: (76.6 MB)
FileName :42 Eigen values in Python.mp4 | Size: (127.23 MB)
FileName :43 PCA with Eigen Background.mp4 | Size: (192.13 MB)
FileName :44 LDA on Dimensionality Reduction.mp4 | Size: (25.74 MB)
FileName :45 Google Page Rank Algorithm.mp4 | Size: (317.52 MB)
FileName :46 Page Rank Algorithm - Python.mp4 | Size: (178.72 MB)
FileName :47 Damping.mp4 | Size: (75.65 MB)
FileName :48 SVD - Singular Value Decomposition.mp4 | Size: (223.5 MB)
FileName :49 SVD - Concept of Singular.mp4 | Size: (76.21 MB)
FileName :50 SVD - Building up for Reduced SVD.mp4 | Size: (70.48 MB)
FileName :51 Full SVD.mp4 | Size: (70.6 MB)
FileName :52 Compute terms of SVD.mp4 | Size: (125.29 MB)
FileName :53 Preparation for SVD in Python.mp4 | Size: (58.27 MB)
FileName :54 SVD.mp4 | Size: (36.61 MB)
FileName :55 SVD in Image Compression.mp4 | Size: (37.37 MB)
FileName :56 Moore Penrose Pseudo inverse.mp4 | Size: (54.92 MB)
FileName :57 Pseudo Inverse - Python.mp4 | Size: (38.18 MB)
FileName :58 Matrix Decompositions.mp4 | Size: (85.96 MB)
FileName :59 Solve Linear Equations Part 1.mp4 | Size: (25.56 MB)
FileName :60 Solve Linear Equations Part 2 - Normal Equation.mp4 | Size: (45.1 MB)
FileName :61 Solve Linear Equation Part 3 - Inverse QR.mp4 | Size: (20.53 MB)
FileName :62 Loading the data.mp4 | Size: (67.31 MB)
FileName :63 Initialize & Predict.mp4 | Size: (45.56 MB)
FileName :64 Finding the cost.mp4 | Size: (37.74 MB)
FileName :65 Updation of Parameters - Finding the Partial Derivatives.mp4 | Size: (30.18 MB)
FileName :66 Gradient Descent with Python.mp4 | Size: (109.67 MB)
FileName :67 Linear Regression Run.mp4 | Size: (24.63 MB)
FileName :68 NLP Intro.mp4 | Size: (57.69 MB)
FileName :69 NLP - Data Exploration.mp4 | Size: (27.23 MB)
FileName :70 NLP - Count Vectorizer.mp4 | Size: (50.31 MB)
FileName :71 NLP - Apply Count Vectorizer on Text Data.mp4 | Size: (53.25 MB)
FileName :72 Understanding the Density of words.mp4 | Size: (34.78 MB)
FileName :73 Limit the number of Features.mp4 | Size: (21.9 MB)
FileName :74 Removal of Stop Words.mp4 | Size: (34.11 MB)
FileName :75 Porter Stemmer on plurals.mp4 | Size: (16.33 MB)
FileName :76 Stemming on a Sentence.mp4 | Size: (44.08 MB)
FileName :77 Stemming on Entire Text data.mp4 | Size: (26.71 MB)
FileName :78 Lemmatization on the text.mp4 | Size: (42.78 MB)
FileName :79 Applying Machine Learning Model on Text data.mp4 | Size: (54.59 MB)
FileName :80 One Hot Encoding on Text Data.mp4 | Size: (44.49 MB)
FileName :81 TFidf Vectorizer on Text Data.mp4 | Size: (45.08 MB)
FileName :82 1 Deep Learning Algebra Intro Installation.mp4 | Size: (82.49 MB)
FileName :83 Deep Learning Algebra - Torch - Basics.mp4 | Size: (37.12 MB)
FileName :84 Torch - Tensor Intrinsic functions.mp4 | Size: (11.76 MB)
FileName :85 Torch - Slicing - Reshape.mp4 | Size: (12.86 MB)
FileName :86 Torch - Mathematical Operations.mp4 | Size: (18.78 MB)
FileName :87 Torch - Aggregation Functions.mp4 | Size: (17.7 MB)
FileName :88 Torch - Squeeze - Unsqueeze.mp4 | Size: (18.19 MB)
FileName :89 Miscellaneous functions.mp4 | Size: (22.36 MB)
FileName :90 Creating Tensor on GPU.mp4 | Size: (71.78 MB)
FileName :91 Autograd.mp4 | Size: (22.46 MB)
FileName :92 Autograd Hands-on.mp4 | Size: (74.62 MB)
FileName :93 Linear Regression from Scratch.mp4 | Size: (108.56 MB)
FileName :94 Optimizer.mp4 | Size: (29.03 MB)
FileName :95 torch nn module class.mp4 | Size: (66.15 MB)
FileName :96 Summary.mp4 | Size: (14.07 MB)
FileName :98 Section Intro.mp4 | Size: (1.2 MB)
FileName :99 Multi Variate Linear Regression.mp4 | Size: (22.7 MB)
FileName :100 Multi Variate Linear Regression - input matrix.mp4 | Size: (53.75 MB)
FileName :101 Multi Variate Linear Regressor - class.mp4 | Size: (26.23 MB)
FileName :102 Binary Classification using DNL.mp4 | Size: (48.69 MB)
FileName :103 Intalling & Using Jupyter Notebook.mp4 | Size: (26.32 MB)
FileName :104 Google Colab.mp4 | Size: (3.7 MB)
FileName :105 Basic Data Types.mp4 | Size: (55.97 MB)
FileName :106 Containers in Python.mp4 | Size: (31.63 MB)
FileName :107 Control Statements - if else.mp4 | Size: (22.1 MB)
FileName :108 Control Statements While & For.mp4 | Size: (14.81 MB)
FileName :109 Functions & Classes in Python.mp4 | Size: (60.93 MB)
FileName :110 Numpy Part 1.mp4 | Size: (41.81 MB)
FileName :111 Numpy Part 2.mp4 | Size: (95.8 MB)
FileName :112 Numpy Part 3.mp4 | Size: (37.7 MB)
FileName :113 Pandas in Python - Pandas Series.mp4 | Size: (22.68 MB)
FileName :114 Pandas DataFrame.mp4 | Size: (50.62 MB)
FileName :115 Pandas - Dealing with missing values.mp4 | Size: (85.58 MB)
FileName :116 Matplotlib.mp4 | Size: (40.17 MB)
FileName :117 Matplotlib Density and Contour plot.mp4 | Size: (16.1 MB)
FileName :118 Statistics Intro.mp4 | Size: (2.22 MB)
FileName :119 Data.mp4 | Size: (26.19 MB)
FileName :120 Basics of Statistics.mp4 | Size: (18.6 MB)
FileName :121 Basics of Statistics Part 2.mp4 | Size: (18.45 MB)
FileName :122 Get your system ready.mp4 | Size: (25.06 MB)
FileName :123 Fire Up Jupyter Notebook.mp4 | Size: (6.93 MB)
FileName :124 Work with iPython Notebook.mp4 | Size: (7.47 MB)
FileName :125 How to work with ipynb files.mp4 | Size: (6.38 MB)
FileName :126 Introduction to Python.mp4 | Size: (20.65 MB)
FileName :127 Containers in Python Programming.mp4 | Size: (12.15 MB)
FileName :128 How to create Variables.mp4 | Size: (69.27 MB)
FileName :129 What values can I assign to variables.mp4 | Size: (26.18 MB)
FileName :130 Tricks for Jupyter Notebook.mp4 | Size: (19.46 MB)
FileName :131 Explore Jupyter interface.mp4 | Size: (72.19 MB)
FileName :132 Boolean and Sequences Data type.mp4 | Size: (14.04 MB)
FileName :133 Hands On Working with Boolean & Sequences.mp4 | Size: (51.48 MB)
FileName :134 Dict() & sets().mp4 | Size: (11.95 MB)
FileName :135 dict() & sets() - hands on.mp4 | Size: (25.6 MB)
FileName :136 Operators.mp4 | Size: (57.07 MB)
FileName :137 Operators Hands On.mp4 | Size: (23.84 MB)
FileName :138 Comments in Python.mp4 | Size: (49.97 MB)
FileName :139 Adding the comments in Python.mp4 | Size: (42.85 MB)
FileName :140 print().mp4 | Size: (91.45 MB)
FileName :141 casting.mp4 | Size: (7.89 MB)
FileName :142 Type Casting in Python.mp4 | Size: (97.73 MB)
FileName :143 input().mp4 | Size: (53.49 MB)
FileName :144 if- statements.mp4 | Size: (41.88 MB)
FileName :145 if- statements - Hands On.mp4 | Size: (123.21 MB)
FileName :146 Logical Operators.mp4 | Size: (17.76 MB)
FileName :147 Logical Operators on Conditional Statements.mp4 | Size: (26.68 MB)
FileName :148 Control Statement - if else.mp4 | Size: (52.02 MB)
FileName :149 Control Statements - if elif else.mp4 | Size: (46.06 MB)
FileName :150 Control Statements - if elif else - Python.mp4 | Size: (37.56 MB)
FileName :151 Control Statements - While loop.mp4 | Size: (22.83 MB)
FileName :152 Control Statements - While loop - Python.mp4 | Size: (82.54 MB)
FileName :153 Control Statements - For loop.mp4 | Size: (8.06 MB)
FileName :154 Control Statements - For loop - Python.mp4 | Size: (48.74 MB)
FileName :155 Control Statements Break , Continue & Pass.mp4 | Size: (15.75 MB)
FileName :156 Control Statements Break , Continue & Pass - Python.mp4 | Size: (62.9 MB)
FileName :157 Intro to Data Structures.mp4 | Size: (3 MB)
FileName :158 Lists in Python.mp4 | Size: (53.31 MB)
FileName :159 Python lists - Jupyter Notebook.mp4 | Size: (54.8 MB)
FileName :160 Python Tuples.mp4 | Size: (9.43 MB)
FileName :161 Python tuples - Hands On.mp4 | Size: (19.19 MB)
FileName :162 Python Dictionaries - Hands On.mp4 | Size: (49.06 MB)
FileName :163 Sets in Python.mp4 | Size: (16.73 MB)
FileName :164 Sets in Python - Hands On.mp4 | Size: (21.68 MB)
FileName :165 Sets - Operations.mp4 | Size: (53.05 MB)
FileName :166 Working with Strings.mp4 | Size: (12.89 MB)
FileName :167 Hands on - Strings.mp4 | Size: (26.73 MB)
FileName :168 Methods of Strings.mp4 | Size: (26.3 MB)
FileName :169 Escape Sequences.mp4 | Size: (37.07 MB)
FileName :170 Python User Defined Functions.mp4 | Size: (91.84 MB)
FileName :171 Functions Part 2.mp4 | Size: (61.9 MB)
FileName :172 Nested Functions.mp4 | Size: (62.25 MB)
FileName :173 Classes in Python.mp4 | Size: (33.36 MB)
FileName :174 OOPS Python.mp4 | Size: (98.94 MB)
FileName :175 Introduction to Numpy Library.mp4 | Size: (48.08 MB)
FileName :176 Basics of numpy array object.mp4 | Size: (12.09 MB)
FileName :177 Intro to Numpy help.mp4 | Size: (16.09 MB)
FileName :178 np array().mp4 | Size: (27.92 MB)
FileName :179 Attributes of Numpy.mp4 | Size: (10.63 MB)
FileName :180 Index and Slicing of Arrays.mp4 | Size: (31.99 MB)
FileName :181 Array Creation Functions.mp4 | Size: (62.57 MB)
FileName :182 Copy Arrays.mp4 | Size: (13.12 MB)
FileName :183 Mathematical Operation on Numpy Arrays.mp4 | Size: (19.76 MB)
FileName :184 Linear Algebra Functions in Numpy.mp4 | Size: (11.61 MB)
FileName :185 Shape Modification of Arrays.mp4 | Size: (52.96 MB)
FileName :186 work with np arange().mp4 | Size: (12.67 MB)
FileName :187 Stats in Numpy.mp4 | Size: (37.63 MB)
FileName :188 Masking in Numpy.mp4 | Size: (6.99 MB)
FileName :189 Casting in Numpy.mp4 | Size: (161.03 MB)
FileName :190 Numpy journey and its Relevance to Linear Algebra.mp4 | Size: (25.43 MB)
FileName :191 Bonus Demystifying Prompt Engineering and Generative AI.mp4 | Size: (1.06 GB)
FileName :192 Machine learning Deployment Part 1 - Model Prep - End to End.mp4 | Size: (126.16 MB)
FileName :193 Machine learning Deployment Part 2 - Deploy Flask App - End to End.mp4 | Size: (151.77 MB)
FileName :194 Streamlit Tutorial.mp4 | Size: (152.31 MB)
FileName :196 Packaging the ML Model for Production.mp4 | Size: (975.1 MB)
FileName :197 Docker Containers for Data Science and ML Projects.mp4 | Size: (773.43 MB)
FileName :198 Course Trailer on MLOps.mp4 | Size: (30.17 MB)
FileName :199 Bonus Understanding Transformer Architecture.mp4 | Size: (527.36 MB)
FileName :200 Bonus Introduction to Enterprise MLOps.mp4 | Size: (1.17 GB)]
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