Machine Learning

Objective of Workshop

Participants pursuing this course should be able to:

  1. Identify real world situations where Machine Learning Techniques are suitable / more efficient than other approaches.
  2. Formulate the real life problem as an appropriate machine learning problem.
  3. Understand the inner workings of existing machine learning techniques.
  4. Understand the principles behind designing new machine learning techniques.

Course Modules

  1. Introduction
  2. Supervised learning: spam filtering, classification, user visit prediction, regression, generalization, bias-variance, cross-validation
  3. Probabilistic models, Gaussian Mixture Models (GMM), Hidden Markov Models (HMM), Maximum likelihood.
  4. SVM, kernel methods
  5. Algorithms for training - Gradient Descent (GD), Stochastic Gradient Descent (SGD)
  6. Unsupervised learning - clustering, dimensionality reduction
  7. Boosting, Bagging, Random Forests
  8. Neural Networks, Backpropagation, RNN, CNN

Total Participants - 95

Certified Participants - 95

List of Participants {Machine Learning}

S.No Name Designation Department Institute Certificate
1 ADI LAKSHMI KONDA Assistant Professor CSE GRIET, Hyderabad
2 ANIL KUMAR RAJAGIRI Assistant Professor EEE GRIET, Hyderabad
3 ANNAPAREDDY V N REDDY Assistant Professor CSE GRIET, Hyderabad
4 ANURADHA CVNS Assistant Professor CSE GRIET, Hyderabad
5 ANUSHA NAGINA KUNUKU Assistant Professor Information Technology GRIET, Hyderabad
6 B PADMA VIJETHA DEV Assistant Professor CSE GRIET, Hyderabad
7 B SANKARA BABU Professor CSE GRIET, Hyderabad
8 BEENA BETHEL Associate Professor CSE GRIET, Hyderabad
9 BHARGAVI LATHA J Assistant Professor CSE GRIET, Hyderabad
10 BHAVYA VEGIRAJU Assistant Professor ECE GRIET, Hyderabad
11 BHUPATHI PRASHANTHI Assistant Professor CSE GRIET, Hyderabad
12 BOGOLU RUPA Assistant Professor CSE GRIET, Hyderabad
13 BOLLIKONDA LALITHA Assistant Professor CSE GRIET, Hyderabad
14 BOMMARAJU SRINIVASA RAO Professor CSE GRIET, Hyderabad
15 CHAITRA C R Assistant Professor Computer Science GRIET, Hyderabad
16 CHERUKUPALLI MALLIKARJUNA RAO HOD CSE GRIET, Hyderabad
17 DEEPTHI VADDELLA Assistant Professor CSE GRIET, Hyderabad
18 DEVI PRIYA MANTENA Assistant Professor CSE GRIET, Hyderabad
19 GANTA SOWJANYA Assistant Professor CSE GRIET, Hyderabad
20 GOPALA KRISHNA PASUMARTY Associate Professor Information Technology GRIET, Hyderabad
21 GOUTHAMI GURRAM Assistant Professor CSE GRIET, Hyderabad
22 GOVARDHAN BADE Assistant Professor ECE GRIET, Hyderabad
23 GOVINDA RAO SAMPATHIRAO Professor CSE GRIET, Hyderabad
24 GUDA SRUTHI Assistant Professor ECE GRIET, Hyderabad
25 JAYANTHI D Professor ECE GRIET, Hyderabad
26 JOSHI VINAY Assistant Professor CSE GRIET, Hyderabad
27 JYOTHISRI VADLAMUDI Assistant Professor ECE GRIET, Hyderabad
28 K ANUSHA Assistant Professor CSE GRIET, Hyderabad
29 K SOWMYA PRIYA Assistant Professor CSE GRIET, Hyderabad
30 K SWANTHANA Assistant Professor CSE GRIET, Hyderabad
31 K SWAPNIKA Assistant Professor CSE GRIET, Hyderabad
32 KANIKA BHALLA Assistant Professor CSE GRIET, Hyderabad
33 KARTHIKA MANGAMURI Assistant Professor EEE GRIET, Hyderabad
34 KRISHNA CHYTHANYA NAGARAJU Assistant Professor CSE GRIET, Hyderabad
35 KRISHNA MADHURI DHULIPALA Assistant Professor CSE GRIET, Hyderabad
36 LAKSHMI KALA PAMPANA Assistant Professor ECE GRIET, Hyderabad
37 LAVANYA G Assistant Professor CSE GRIET, Hyderabad
38 LOHITA MUNAGALA Assistant Professor EEE GRIET, Hyderabad
39 M N SANDHYA RANI Assistant Professor EEE GRIET, Hyderabad
40 MADANNA BOMME Assistant Professor CSE GRIET, Hyderabad
41 MANOJ KUMAR YATAGIRI Assistant Professor CSE GRIET, Hyderabad
42 MARESWARARAO YELAMARTHI Assistant Professor ECE GRIET, Hyderabad
43 N SUDHAKAR YADAV Assistant Professor CSE GRIET, Hyderabad
44 NADIMPALLI VENKATA GANAPATHI RAJU Principal IT GRIET, Hyderabad
45 NAGA MALLIK ATCHA Assistant Professor CSE GRIET, Hyderabad
46 NAGINENI ANJANI DEVI Assistant Professor ECE GRIET, Hyderabad
47 P CHANDRA SEKHAR REDDY Professor CSE GRIET, Hyderabad
48 P VARAPRASADA RAO Professor CSE GRIET, Hyderabad
49 PADMAJA GOLI Assistant Professor CSE GRIET, Hyderabad
50 PALAKALURI SRIVIDYA DEVI Assistant Professor EEE GRIET, Hyderabad
51 PEKETI DIVYA Assistant Professor ECE GRIET, Hyderabad
52 PRASANTH KUMAR P Assistant Professor EEE GRIET, Hyderabad
53 PRASHANTH KUMAR RENUGUNTA Assistant Professor ECE GRIET, Hyderabad
54 PRITI RATHI Assistant Professor CSE GRIET, Hyderabad
55 R ARUNA FLARENCE Associate Professor CSE GRIET, Hyderabad
56 RAGHURAM KUNSOTH Assistant Professor CSE GRIET, Hyderabad
57 RAJIREDDY SOUJANYA Assistant Professor CSE GRIET, Hyderabad
58 RAMALINGAM SADASIVAM Assistant Professor ECE GRIET, Hyderabad
59 REKHA MUDUNDI Assistant Professor EEE GRIET, Hyderabad
60 S BHARGAVI LATHA Assistant Professor CSE GRIET, Hyderabad
61 SANDHYA S T G Y Assistant Professor CSE GRIET, Hyderabad
62 SANDHYARANI GURRAM Assistant Professor EEE GRIET, Hyderabad
63 SANKARARAO MAJJI Assistant Professor ece GRIET, Hyderabad
64 SANTOSH KUMAR TALLAPALLI Assistant Professor ECE GRIET, Hyderabad
65 SATYAVANI YADLAPALLI Assistant Professor EEE GRIET, Hyderabad
66 SHAILAJA VARAGIRI Assistant Professor IT GRIET, Hyderabad
67 SHANMUKA SHALINI Assistant Professor CSE GRIET, Hyderabad
68 SINDHUJA BODA Assistant Professor CSE GRIET, Hyderabad
69 SIRISHA PENTAM Assistant Professor EEE GRIET, Hyderabad
70 SRAVANTHI A Assistant Professor CSE GRIET, Hyderabad
71 SREEVIDYA DANDU Assistant Professor CSE GRIET, Hyderabad
72 SRI LALITHA Y. Professor IT GRIET, Hyderabad
73 SRI SWATHI ANUPOJU Assistant Professor CSE GRIET, Hyderabad
74 SRIDHAR MOURYA Assistant Professor CSE GRIET, Hyderabad
75 SRIKANTH BETHU Assistant Professor CSE GRIET, Hyderabad
76 SRINIVAS VARANASI Assistant Professor CSE GRIET, Hyderabad
77 SRUTHI CHEEPIRISETTI Assistant Professor CSE GRIET, Hyderabad
78 SUBRAMANYA ANIL KUMAR BATCHU Assistant Professor CSE GRIET, Hyderabad
79 SUDHA KALATHI Assistant Professor EEE GRIET, Hyderabad
80 SUDHEER BABU K Assistant Professor CSE GRIET, Hyderabad
81 SUGUNA KUMARI D Assistant Professor CSE GRIET, Hyderabad
82 SUKANYA LEDALLA Assistant Professor IT GRIET, Hyderabad
83 SUREKHA P Assistant Professor CSE GRIET, Hyderabad
84 SWAPNA RACHERLA Assistant Professor IT GRIET, Hyderabad
85 SWARAJA KURAPARTHI Professor ECE GRIET, Hyderabad
86 SWATHI SOWMYA BAVIRTHI Assistant Professor CSE GRIET, Hyderabad
87 SYED SARFARAZ NAWAZ Associate Professor EEE GRIET, Hyderabad
88 U.VIJAYA LAXMI Assistant Professor EEE GRIET, Hyderabad
89 USHA SREE Assistant Professor CSE GRIET, Hyderabad
90 V SOWMYA Associate Professor CSE GRIET, Hyderabad
91 VAISHALI SARBHUKAN Assistant Professor CSE GRIET, Hyderabad
92 VALLURY V SARADA MADHURI Assistant Professor EEE GRIET, Hyderabad
93 VELLANKI SRILAKSHMI Assistant Professor CSE GRIET, Hyderabad
94 VENKATA SUNEETHA TAKKELLAPATI Assistant Professor CSE GRIET, Hyderabad
95 Y KRISHNA BHARGAVI Assistant Professor CSE GRIET, Hyderabad