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Course content
Sections:
1
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Activities:
1
•
Resources:
75
- Announcements
- 001 What We are Going To Learn oOs4 gitir
- 002 Introduction MHw7 gitir
- 003 Scalars And Vectors VrbN gitir
- 004 Addition Of Vectors gU6S gitir
- 005 Multiplication Of Vectors OFhL gitir
- 006 Vector Databases Examples Of Cosines similarity 5c1Y gitir
- 007 Vectors Multiplication Element Wise Multiplication EUdI gitir
- 008 Vectors Multiplication Scaler Multiplication 0AQE gitir
- 009 Introduction To Matrices And Application CYGm gitir
- 010 Matrices Operation JBRT gitir
- 011 Introduction To Function And Linear Transformation Bor8 gitir
- 012 Vector Transformations Lq0Y gitir
- 013 Linear Transformation kCkb gitir
- 014 Why Linear Transformation yj91 gitir
- 015 Linear Transformation Visualization NXhy gitir
- 016 Vector Length And Vector Unit R7em gitir
- 017 Introduction To Projection 0F6a gitir
- 018 Inversion Functions 3mKZ gitir
- 019 Applications of Function And Inverse Function 2IGI gitir
- 020 How to find Inverse Of A Matrix 9d5r gitir
- 021 All You need to know about Eigen Values And Eigen Vectors NPHB gitir
- 022 Equation OF a Line Plane And Hyperplane dkVj gitir
- 042 Binomial Distribution 1UQ8 gitir
- 043 Poisson Distribution Up5c gitir
- 044 Normal Gaussian Distribution XKwA gitir
- 045 Standard Normal Distribution and Z score bRYK gitir
- 046 Uniform Distribution CzeC gitir
- 047 Log Normal Distribution eP7W gitir
- 048 Power Law Distribution uDMY gitir
- 049 Pareto Distribution 3XPm gitir
- 050 Central Limit Theorem VlPl gitir
- 051 Estimates PB58 gitir
- 052 Hypothesis Testing And Its Mechanism lr3x gitir
- 053 P value and Hypothesis Testing Vgdl gitir
- 054 Z test And Hypothesis Testing TSnr gitir
- 055 Student T Distribution jxf8 gitir
- 056 T stats With t Test Hypothesis Testing Yl7G gitir
- 057 Z test vs T test vYl5 gitir
- 058 Type 1 and Type 2 Error huQR gitir
- 059 Baye s Theorem uVi3 gitir
- 060 Confidence Interval And Margin OF Error dq1h gitir
- 061 What is Chi Square Test KAAJ gitir
- 062 Chi Square Goodness OF Fit 75dV gitir
- 063 What is Annova 0ZfQ gitir
- 064 Assumptions Of Annova Aqst gitir
- 065 Types OF Annova yyBJ gitir
- 066 Partioning OF Variance In Anova KoMZ gitir
- 067 What are Slopes and How To Calculate yMF6 gitir
- 068 Introduction To Derivatives 9BVn gitir
- 069 Mathematical Notation Of Derivatives With Limits 7M65 gitir
- 070 Finding a Derivative At a Point with Examples XflG gitir
- 071 Power Rules In Derivative usMJ gitir
- 072 Derivative Rules Constant Sum Difference And Scaler Multiplication 0Yec gitir
- 073 Equation Of Tangent Of Polynomials 3OxH gitir
- 074 Derivatives Of Trignometric Logarithmic and Exponential Functions y8nI gitir
- 075 Product Rules In Derivative with Exmaples Xj8d gitir
- 076 Chain Rule Of Derivatives Z8EH gitir
- 077 Composition Of 3 or many functions NyEf gitir
- 078 Application Of Chain Rule Of Derivative kFGR gitir
- 079 Main Aim Of This Section Fyvp gitir
- 080 Learning First ML Algorithm Simple Linear Regression 4JEV gitir
- 081 Understanding Linear Regression Equations kYff gitir
- 082 Cost Functions In Regression Frlb gitir
- 083 Convergence Algorithm k2DY gitir
- 084 Multiple Linear Regression Br6n gitir
- 085 Performance Metrics 78bO gitir
- 086 Overfitiing and Underfitting itRD gitir
- 087 Curse Of Dimensionality DcDN gitir
- 088 Feature Selection And Feature Extraction AGRA gitir
- 090 PCA Maths Indepth Intuition XoVV gitir
- 092 What is Perceptron And It s Working Tt4v gitir
- 093 Advantages and Disadvantages Of Perceptron xnLk gitir
- 094 Artificial Neural Network And Its Working 40Qy gitir
- 095 Back Propogation Weight Updation Using Derivatives FUAS gitir
- 096 Chain Rule Of Derivatives During Back Propogation NEZw gitir