1 
Lecture 1: Overview of Tensorflow 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 

Wednesday 

2 
Lecture 2: Machine Learning Refresher 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 

Wednesday 

3 
Lecture 1: Overview of Tensorflow 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 

Thursday 

4 
Lecture 2: Machine Learning Refresher 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 

Thursday 

5 
Lecture 1: Overview of Tensorflow 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 

Friday 

6 
Lecture 2: Machine Learning Refresher 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 

Friday 

7 
Lecture 3: Steps in Machine Learning Process 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 

Saturday 

8 
Lecture 4: Loss Functions in Machine Learning 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 

Saturday 

9 
Lecture 3: Steps in Machine Learning Process 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 

Monday 

10 
Lecture 4: Loss Functions in Machine Learning 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 

Monday 

11 
Lecture 3: Steps in Machine Learning Process 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 

Tuesday 

12 
Lecture 4: Loss Functions in Machine Learning 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 

Tuesday 

13 
Lecture 5: Gradient Descent 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 

Wednesday 

14 
Lecture 5: Gradient Descent 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 

Thursday 

15 
Lecture 5: Gradient Descent 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 

Friday 

16 
Lecture 6: Gradient Descent Variations 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Monday 


17 
Lecture 6: Gradient Descent Variations 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Tuesday 


18 
Lecture 7: Model Selection and Evaluation 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Wednesday 


19 
Lecture 7: Model Selection and Evaluation 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Thursday 


20 
Lecture 7: Model Selection and Evaluation 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Friday 


21 
Lecture 8: Machine Learning Visualization 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Saturday 


22 
Lecture 9: Deep Learning Refresher 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Saturday 


23 
Lecture 8: Machine Learning Visualization 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Monday 


24 
Lecture 9: Deep Learning Refresher 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Monday 


25 
Lecture 8: Machine Learning Visualization 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Tuesday 


26 
Lecture 9: Deep Learning Refresher 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Tuesday 


27 
Introduction to Tensors 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Wednesday 


28 
Mathematical Foundation of Deep Learing 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Wednesday 


29 
Introduction to Tensors 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Thursday 


30 
Mathematical Foundation of Deep Learing 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Thursday 


31 
Introduction to Tensors 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Friday 


32 
Mathematical Foundation of Deep Learing 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Friday 


33 
Building Data Pipelines for Tensorflow Part1 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Saturday 


34 
Building Data Pipelines for Tensorflow Part2 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Saturday 


35 
Building Data Pipelines for Tensorflow Part1 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Monday 


36 
Building Data Pipelines for Tensorflow Part2 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Monday 


37 
Building Data Pipelines for Tensorflow Part1 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Tuesday 


38 
Building Data Pipelines for Tensorflow Part2 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Tuesday 


39 
Lecture 12C: Building Data Pipelines for
Tensorflow  Part 3 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Wednesday 


40 
Lecture 13: Text Processing with Tensorflow 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Wednesday 


41 
Lecture 12C: Building Data Pipelines for
Tensorflow  Part 3 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Thursday 


42 
Lecture 13: Text Processing with Tensorflow 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Thursday 


43 
Lecture 12C: Building Data Pipelines for
Tensorflow  Part 3 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Friday 


44 
Lecture 13: Text Processing with Tensorflow 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Friday 


45 
Classify images 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Saturday 


46 
Classify images 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Monday 


47 
Classify images 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Tuesday 


48 
Regression 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Wednesday 


49 
Classify Structured Data 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Wednesday 


50 
Regression 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Thursday 


51 
Classify Structured Data 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Thursday 


52 
Regression 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Friday 


53 
Classify Structured Data 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Friday 


54 
Text Classification 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Saturday 


55 
Underfitting and overfitting 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Saturday 


56 
Save and Restore Models 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Saturday 


57 
Text Classification 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Monday 


58 
Underfitting and overfitting 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Monday 


59 
Save and Restore Models 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Monday 


60 
Text Classification 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Tuesday 


61 
Underfitting and overfitting 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Tuesday 


62 
Save and Restore Models 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Tuesday 


63 
Convolutional neural netwark: Part 1 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Wednesday 


64 
Convolutional neural netwark: Part 2 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Wednesday 


65 
Convolutional neural netwark: Part 1 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Thursday 


66 
Convolutional neural netwark: Part 2 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Thursday 


67 
Convolutional neural netwark: Part 1 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Friday 


68 
Convolutional neural netwark: Part 2 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Friday 


69 
Transfer learning with pretrained CNNs 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Saturday 


70 
Transfer learning with tensorflow hub 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Saturday 


71 
Transfer learning with pretrained CNNs 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Monday 


72 
Transfer learning with tensorflow hub 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Monday 


73 
Transfer learning with pretrained CNNs 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Tuesday 


74 
Transfer learning with tensorflow hub 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Tuesday 


75 
Image Classification & Visualization 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Wednesday 


76 
Estimator API 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Wednesday 


77 
Logistic Regression 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Wednesday 


78 
Boosted Tress 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Wednesday 


79 
Image Classification & Visualization 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Thursday 


80 
Estimator API 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Thursday 


81 
Logistic Regression 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Thursday 


82 
Boosted Tress 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Thursday 


83 
Image Classification & Visualization 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Friday 


84 
Estimator API 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Friday 


85 
Logistic Regression 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Friday 


86 
Boosted Tress 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Friday 


87 
Introduction to ward embedding 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Saturday 


88 
Recurrent Neural Netwarks Part 2 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Monday 


89 
Time Series Forcasting with RNNs 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Monday 


90 
Recurrent Neural Netwarks Part 2 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Tuesday 


91 
Time Series Forcasting with RNNs 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Tuesday 


92 
Text Generation with RNNs 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Wednesday 


93 
Tensor Flow Customization 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Wednesday 


94 
Text Generation with RNNs 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Thursday 


95 
Tensor Flow Customization 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Thursday 


96 
Text Generation with RNNs 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Friday 


97 
Tensor Flow Customization 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Friday 


98 
Customizing tf. Keras Part 1 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Saturday 


99 
Customizing tf. Keras Part 2 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Saturday 


100 
Customizing tf. Keras Part 1 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Monday 


101 
Customizing tf. Keras Part 2 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Monday 


102 
Customizing tf. Keras Part 1 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Tuesday 


103 
Customizing tf. Keras Part 2 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Tuesday 


104 
Tensorflow Distributed Training 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Wednesday 


105 
Tensorflow Distributed Training 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Thursday 


106 
Tensorflow Distributed Training 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Friday 


107 
Lecture 1: Overview of Tensorflow 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 

Wednesday 

108 
Lecture 2: Machine Learning Refresher 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 

Wednesday 

109 
Lecture 1: Overview of Tensorflow 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 

Thursday 

110 
Lecture 2: Machine Learning Refresher 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 

Thursday 

111 
Lecture 1: Overview of Tensorflow 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 

Friday 

112 
Lecture 2: Machine Learning Refresher 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 

Friday 

113 
Lecture 3: Steps in Machine Learning Process 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 

Saturday 

114 
Lecture 4: Loss Functions in Machine Learning 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 

Saturday 

115 
Recurrent Neural Netwarks Part 2 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Sunday 


116 
Time Series Forcasting with RNNs 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Sunday 


117 
Recurrent Neural Netwarks Part 2 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Tuesday 


118 
Time Series Forcasting with RNNs 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Tuesday 


119 
Recurrent Neural Netwarks Part 2 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Wednesday 


120 
Time Series Forcasting with RNNs 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Wednesday 


121 
Text Generation with RNNs 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Thursday 


122 
Tensor Flow Customization 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Thursday 


123 
Text Generation with RNNs 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Friday 


124 
Tensor Flow Customization 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Friday 


125 
Text Generation with RNNs 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Saturday 


126 
Tensor Flow Customization 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Saturday 


127 
Customizing tf. Keras Part 1 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Sunday 


128 
Customizing tf. Keras Part 2 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Sunday 


129 
Customizing tf. Keras Part 1 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Tuesday 


130 
Customizing tf. Keras Part 2 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Tuesday 


131 
Customizing tf. Keras Part 1 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Wednesday 


132 
Customizing tf. Keras Part 2 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Wednesday 


133 
Tensorflow Distributed Training 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Thursday 


134 
Tensorflow Distributed Training 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Friday 


135 
Introduction to Tensors 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Saturday 


136 
Mathematical Foundation of Deep Learing 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Saturday 


137 
Introduction to Tensors 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Monday 


138 
Mathematical Foundation of Deep Learing 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Monday 


139 
Introduction to Tensors 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Tuesday 


140 
Mathematical Foundation of Deep Learing 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Tuesday 


141 
Building Data Pipelines for Tensorflow Part1 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Wednesday 


142 
Building Data Pipelines for Tensorflow Part1 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Thursday 


143 
Building Data Pipelines for Tensorflow Part1 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Friday 


144 
Building Data Pipelines for Tensorflow Part2 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Saturday 


145 
Lecture 12C: Building Data Pipelines for
Tensorflow  Part 3 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Saturday 


146 
Building Data Pipelines for Tensorflow Part2 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Monday 


147 
Lecture 12C: Building Data Pipelines for
Tensorflow  Part 3 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Monday 


148 
Building Data Pipelines for Tensorflow Part2 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Tuesday 


149 
Lecture 12C: Building Data Pipelines for
Tensorflow  Part 3 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Tuesday 


150 
Lecture 13: Text Processing with Tensorflow 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Wednesday 


151 
Classify images 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Wednesday 


152 
Lecture 13: Text Processing with Tensorflow 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Thursday 


153 
Classify images 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Thursday 


154 
Lecture 13: Text Processing with Tensorflow 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Friday 


155 
Classify images 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Friday 


156 
Regression 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Saturday 


157 
Classify Structured Data 
Prof. Ashish Tendulkar
Prof. Balaraman Ravindran , IITM & Google 


Saturday 

