Home > Artificial Intelligence and Machine Learning
Artificial Intelligence and Machine Learning
About Department
Vision & Mission
POs,PSOs,PEOs
HOD’s Desk
PBOS Members
Faculty
Curriculum
Result Analysis
MOUs
Staff Achievements
Industrial Visits
Events Organized
Co-curricular Activities
Welcome to Department of Artificial intelligence
Artificial intelligence and Machine Learning are the part of computer science that are correlated with each other. These two technologies are the most trending technologies which are used for creating intelligent systems.
Artificial intelligence is a field of computer science which makes a computer system that can mimic human intelligence. Machine learning is about extracting knowledge from the data.
AI refers to the simulation of human intelligence in machines that can perform tasks that typically require human intelligence.
The ultimate goal of AI is to create intelligent agents capable of understanding, reasoning, learning, and problem-solving. AI encompasses a wide range of techniques and approaches to achieve these capabilities, including machine learning, natural language processing, computer vision, robotics, Drone applications and many more.
Machine Learning is a subset of AI that focuses on the development of algorithms and statistical models that enable computers to learn and improve their performance on specific tasks without being explicitly programmed. Instead of following predefined rules, ML algorithms use data to identify patterns, make predictions, or optimize decision-making processes.
Machine Learning is widely used in various applications, including image and speech recognition, natural language processing, recommendation systems, autonomous vehicles, and many other AI-driven technologies.
In summary, AI is the overarching field focused on creating intelligent machines, while Machine Learning is a subset of AI that deals specifically with enabling machines to learn and improve from data without explicit programming. Both AI and ML play critical roles in shaping the future of technology and have applications across various industries and domains.
Vision
Transform Industry and Society at large through the power of AI.
Mission
Impart quality education to generate skilled manpower through the state-of-the-art concepts and technologies in Artificial Intelligence and Machine Learning.
Mould students to be technically competent using knowledge in AI space and entrepreneurship development.
Inculcate values of professional ethics, social concerns, environment protection and life-long learning.
Establish center of excellence in computing and artificial intelligence for developments in interdisciplinary areas.
Program outcomes (Pos)
1. Basic and discipline specific knowledge: Apply knowledge of basic mathematics, science and engineering fundamentals and engineering specialization to solve the engineering problems.
2. Problem analysis: Identify and analyze well-defined engineering problems using codified standard methods.
3. Design/ development of solutions: Design solutions for well-defined technical problems and assist with the design of systems components or processes to meet specified needs.
4. Engineering tools, experimentation and testing: Apply modern engineering tools and appropriate technique to conduct standard tests and measurements.
5. Engineering practices for society, sustainability and environment: Apply appropriate technology in context of society, sustainability, environment and ethical practices.
6. Project management: Use engineering management principles individually, as a team member or a leader to manage projects and effectively communicate about well-defined
engineering activities.
7. Life-long learning: Ability to analyze individual needs and engage in updating in the context of technological changes.
PEO’s:
PEO – 1. The students will socially responsible to creates environment friendly AI solutions for real-time problems adapting professional ethics.
PEO – 2. The students will practice AI framework and technologies in multidisciplinary work environments.
PEO – 3. The student will be able to work individually and as a team by communicating effectively in their area of work.
Program Specific Outcomes (PSOs)
PSO 1:
Apply principles of Artificial Intelligence and Machine Learning to design, develop, and implement intelligent systems that solve real-world problems efficiently and ethically.
PSO 2:
Utilize modern tools, frameworks, and programming languages to perform data analysis, model training, and system optimization across multidisciplinary domains.
PSO 3:
Demonstrate teamwork, leadership, and communication abilities to implement AI solutions aligned with societal, environmental, and professional responsibilities.
Dr. S.D. Pable
I/C HOD , AIML
HOD’s desk
I am eager to collaborate with each of you to achieve our departmental goals and strengthen our position as a leading force in AI and ML. As we move forward, I would like to emphasize a few key points:
1. Research Excellence: Let us continue pushing the boundaries of AI and ML research. partnerships with industry and academia.
2. Student Collaborate with your peers, seek out opportunities for interdisciplinary projects, and engage in Engagement: Our students are the future leaders in AI and ML. Let us provide them with a nurturing environment where they can develop their skills, engage in hands-on projects, and contribute to real-world applications.
3. Diversity and Inclusion: We are committed to fostering a diverse and inclusive department. Embracing different perspectives and backgrounds enriches our research and educational experiences.
4. Professional Development: Let us support each other in our professional growth. Encourage participation in conferences, workshops, and continuous learning to stay at the forefront of AI and ML advancements.
Sr. No.
Name
DESIGNATION, COMPANY NAME & ADDRESS
1.
Dr. Mrs. Rekha Singhal,
TCS Research- Principal Scientist & Head Computing Systems,
2.
Dr. S. Dattguptta
Prof. IIT Bombay, Head of C-MInDS, IIT Bombay
3.
Mr. Biplab Banerjee
Prof. IIT, Bombay
4.
Dr. Anand Ganu
Founder President at Garje Marathi Global Inc.USA
5.
Dr. M Sasikumar
Executive Director, CDAC Mumbai
6
Dr. Padmaja Joshi
Senior Director at Centre for Development of Advanced Computing, CDAC
Mumbai
7
Mrs. Sridevi Sira
National lead, NASSCOM Future Skills
8
Mr. Alok Mishra,
Senior Consultant NISG, Ministry of IT, Govt of India
9
Dr. Aniket Mhala
Lead Principal Architect/Head of Technology & Innovation Hub,
Data Visualisation in Python (Matplotlib, Seaborn)
3
2
-
5
AI22308
Advanced Deep Learning
II(Tranformer,AUTOENCODER,GAN,,LSTM)
3
2
-
5
AI22212
Image Processing and Computer Vision: Keras,
Pytorch
3
2
-
5
MG22501
Entrepreneurship Development and Startups
3
3
AI22413
Placement Preparation & Capstone Project II
-
4
-
4
AI22407
Spoken Tutorial (Latex)
-
4
-
4
Total
15
16
0
31
Total Contact Hours
-
31
Department of Artificial Intelligence and Machine Learning
Result Analysis ODD-24-25
GOVERNMENT POLYTECHNIC MUMBAI
49, Kherwadi Ali Yawar Jung Marg,
Bandra(E), Mumbai-400051
ODD-2425 EXAM
COURSE WISE SUMMARY REPORT FOR SEMESTER 1
Program: DIPLOMA IN ARTIFICIAL INTELLIGENCE (Al) AND MACHINE LEARNING
Sr. No.
Course Code
Course
Total
Pass
Fail
Pass %
1.
SC23501
BASIC MATHEMATICS
32
29
3
90.62
2.
AI23101
BASICS OF PYTHON PROGRAMMING
32
23
9
71.88
3.
AI23201
APPLIED ELECTRONICS
32
26
6
81.25
4.
AI23102
COMPUTER FUNDAMENTALS
32
28
4
87.50
5.
AI23202
MS EXCEL LAB
32
30
2
93.75
6.
UV23301
UNIVERSAL HUMAN VALUES-I
32
32
0
100.00
GOVERNMENT POLYTECHNIC MUMBAI
49, Kherwadi Ali Yawar Jung Marg,
Bandra(E), Mumbai-400051
ODD-2425 EXAM
COURSE WISE SUMMARY REPORT FOR SEMESTER 3
Program: DIPLOMA IN ARTIFICIAL INTELLIGENCE (Al) AND MACHINE LEARNING
Sr. No.
Course Code
Course
Total
Pass
Fail
Pass %
1.
AI23503
ENGINEERING MATHEMATICS
36
34
2
94.44
2.
AI23105
ARTIFICIAL INTELLIGENCE
36
33
3
91.67
3.
AI13106
MACHINE LEARNING I
36
32
4
88.89
4.
AI23504
ENTREPRENEURSHIP DEVELOPMENT AND STARTS UPS
36
36
0
100.00
5.
AI23107
DATABASE MANAGEMENT SYSTEMS-I
36
34
2
94.44
6.
AI23402
INDUSTRAIL PROJECTS AND INTERNSHIP-II
36
36
0
100.00
7.
UV23302
UNIVERSAL HUMAN VALUES II
36
36
0
100.00
GOVERNMENT POLYTECHNIC MUMBAI
49, Kherwadi Ali Yawar Jung Marg,
Bandra(E), Mumbai-400051
ODD-2425 EXAM
COURSE WISE SUMMARY REPORT FOR SEMESTER 5
Program: DIPLOMA IN ARTIFICIAL INTELLIGENCE (Al) AND MACHINE LEARNING
Sr. No.
Course Code
Course
Total
Pass
Fail
Pass %
1.
AI2221
TIME SERIES ANALYSIS
35
33
2
94.29
2.
AI22310
DEEP LEARNING-I
35
30
5
85.71
3.
AI22309
CLOUD COMPUTING
35
32
3
91.43
4.
AI22501
DATABASE MANAGEMENT SYSTEM
35
33
2
94.29
5.
AI22413
INDUSTRIAL PROJECT AND INTERNSHIP-II
34
34
0
100.00
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It doesn t matter if you can do it or not Shao Nan stared intently at the dark blue Thunder Pillar, and he was always paying attention to the changes of the colorful dragon sword.This is what Shao Nan firmly believes.Having figured out the key point, Shao Nan stopped hesitating, showed his figure, and walked towards Gu Yueyou and the others.
Can fight hard.At this time, Shao Nan was the calmest person in the audience.However, for countless years, there has been no change in the forbidden area of the magic spring.
Ye Yunyun felt as if the weight of the world suddenly lightened. she returned the gesture with clasped fists. Jiang Shangzhen immediately apologized to the young mountain owner.Chen Pingan Pingan leaned against the wall of the alley, holding his hands in his sleeves, watching the old man board the carriage and slowly leave in the night.
He first called himself a swordsman. The other party s name was also called, but it was still a title of respect and honorific that carried a lot of weight.Cui Dongshan is very curious about how many decades this dead fish eyed girl can survive in it. The strangest object in the Taoist heart of a monk may be a piece of rough jade, which needs to be 10 Benefits of CBD Capsules: A Comprehensive Guide to Optimal Wellness carefully carved, it may be a piece of iron, which must be tempered fiercely, it may be the moon in the water, and it may be broken into pieces by foreign objects and return to a round shape, it may be the embryo of all sword immortals, They are all suitable to sharpen their Taoist hearts in Cui Dongshan s sleeves.
Looking at the old man who was covered with dust, Nu Guan couldn t bear it, If you know the Taoist master, even if you meet him from a distance, I will help inform you.However, when he arrived at Aquarius Island in his hometown, he began to feel confused again, because along the way, the sword The Great Wall of Qi, Creation Cave, Qushan Ferry, Taiping Mountain, Yun Cave Blessed Land, Mirage City, Tianque Peak.
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A thousand credit on the margin of the seal is not as good as eight hundred in cash, and sincerity is hard to defeat the evil.It was just that the two parties had originally agreed to part ways in Li Liu s town. Whether they would meet again would depend on whether Li Liu would look for him.
Ma Kuxuan chewed grass roots and held the back of his head with both hands. Yu Shiwu sat aside and sighed Chen Ping an seems to have seen my roots.It s indispensable. After a moment of silence, Jiang Shangzhen laughed, Understanding the Need for Hand Joint Support You scholars Some landscape mansions and some mirror flowers, water moons, can gather many monks on the mountain who can t hide, and let them go for decades or more than a hundred years.
The Earth Immortal Minister said A group of distinguished guests have just arrived at the Governor s Mansion in Zhoucheng.The scabbard is also made of wood, covered with a layer of green shark skin, and has two gold plated copper hoops, both of which are made by Daquan Manufacturing Office.
Jiang Shangzhen spoke to Chen Pingan in his heart Dafu Academy Xinshan The chief is the deputy chief of Linlu Academy in Piyun Mountain in your hometown.Or the temperament is difficult to change, and it wanders around to cause trouble, causing disaster for one party.
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If you meet someone who knows the goods, they will become valuable. Very It s valuable. Even if you can t take the weights with you, master can help you accurately trace the scale spacing according to the original specifications, and then sew and restore the slightly worn large and small weights.On the mountain of the Nanyue Crown Prince, the Immortal Family s mansion is second only to the temple on the top of the mountain.
It is said that only a few Fulu masters, including Fulu Yuxuan, and some of the Fulu treasury, one of Liu s sixteen treasuries in Aai aizhou, have been preserved.It is very good. With this stone, you can see the flowers in the mirror and the moon in the mirror across the continent.
Sixteen years ago, their family was separated from their daughter, and her daughter suffered a lot.Coupled with the pampering of my uncle and the others, she will understand.
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You are really the most brazen person I have ever seen, but let me tell you, with me here, I will never let you bully Miss Lin again The onlookers heard the words and responded one after another.I was knocked out from behind.What did you say Cui Zhu Feng Shi was shocked, Cui Zhu was her confidant.
If people knew that the child she gave birth died, how could she live at home Because I didn t know that I was pregnant with twins before, and the second child was a little difficult to deliver, the doctors and nurses surrounded Fa Xiao to deliver the second child, and Fa Xiao s family hurriedly prepared things for the second child after she left.
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Han Mingyang also smiled and coaxed, Mom, are you Have you always wanted your sister to live Your wish has come true.Old man Han, come to my house for dinner tonight.One of the old men who were playing chess at the stone table made a move and spoke.
yes.On the Zhou family s side, Zhou Xun has already set off.Feeling her gentle movements, Song Yaming felt an inexplicable warm feeling in his heart.
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Dong Yufang was also worried.She knew what her cousin was thinking.He watched Niu Niuniang finish distributing steamed buns to everyone and then leave, and looked back at him before leaving.
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Another point is that they are not sure of winning after war with other countries.It is Lin Yiyi who is famous for her talent, and Understanding the Root Causes of Erectile Dysfunction she is outstanding for her beauty.
Zhao Jianren made a big fuss when he returned home, and Chen Fen also scolded Zhao Yunshu severely after hearing his embellished report.Chu Han opened the door and said, It s nothing.Lan Xin thought it was just a humble word from her brother, but it wasn t long before she realized that what she said was true.
Mom and Dad, don t be angry, sister Yunshu may still I m blaming us, after a few days she ll calm down, I ll beg her, even if I kneel down, I can get her to agree, I can be scolded, but I can t let people scold you and dad anymore.Zhu Qi said harshly.Chu Ming was choked, I didn t mean that, I.
That s great, Zhilan, I m 100 satisfied with Chu Han, his character is precious , kind hearted, responsible, talented, and a rare good man in the world, I am very happy that you can marry him.She didn t expect that before she went to Chu Dazhu s family to settle accounts, Chu Dazhu came to them and asked them for help , is simply ridiculous.
She felt distressed and angry.She Although she recognized Yunshu before, she never asked about Yunshu s past.Han Zhenxing shook his hand holding the enamel jar, What did you say Really, he guessed right, the child in front of him is really his daughter Brother Chu Yunyun was also taken aback.
After the man finished speaking, the girl said, You don t have to worry about it. Her words made the man almost suffer internal injuries.It s definitely not a magical power, and it s definitely not a magic technique. Just a quick word The Confucian scholar looked at ease, without any intention of evading, and just lightly stamped his foot.
There are three post roads leading to the north at Yefu Pass on the southern border of Dali. Qidunshan Post Road is the smallest. One road was mostly used for the use of porcelain, tea and refined salt.Cui Chen took the water glass, flicked his wrist, and a glass of water was poured into the pool, turning into a thin blue water curtain.
If Master Ruan hadn t shown up today, the ancestor of the Li family who was accomplished in Qi training would have escorted him all the way to that palace.A short woman who put on the cotton clothes of a market woman slowly walked up the hillside, followed by the woman holding a sword and the white faced old man.
But for some reason, in such a heavy rainstorm, not many raindrops hit the eaves. The old man sat there for a long time. there was just a little moisture on his clothes, Chen Pingan intertwined his fingers and looked quietly at the small pond formed by the accumulated water in the yard.Perhaps only when he becomes the righteous god of Qidun Mountain can he have the confidence to arm wrestle with him.
Fortunately, there is no bad habit of competing in the realm of climbing along the way of martial arts.After finding nothing missing, he quickly turned off the lights, locked the door, and ran to his house in Mu Ping Lane.
Chen Ping an didn t know whether to laugh or cry, and was speechless. Chen Pingan suddenly woke up and asked in a deep voice Gu Can, have you got a locust leaf If not, Chen Pingan didn t think that Gu Can had an opportunity to become an immortal.Just like when Old Man Yao taught him the art of porcelain firing, he was always fussy and never willing to come up with the real trick.
As long as you reach that point, you will naturally have a clear understanding. It is difficult for outsiders guidance to be effective, and the real Guidance is never based on the principle.Somewhat annoyed. If we weren t in this weird place where gods and ghosts hated us, with the girl s level of cultivation, no matter how talented she was, the old man could crush and kill ten of them with just one hand.
I will live in the small house at the northern end of the lane. Chen Ping an said with a gentle smile It s a deal. The coachman turned and left.There is a beautiful woman with armor on her face, who is most stunning while riding a horse and drinking wine after the smoke has settled.
Finally, a steward from the government office hurried to the east gate and said that the superintendent had just woken up from a nap in the backyard of the government office, and asked everyone to go directly to the government office.Chen Ping an carefully took a few steps forward and took the jade hairpin from him. In an instant, the boy just He felt his head sink, and it turned out that the man in the bamboo hat gently pressed his hand on his head.
I am not kidding. Liu Xianyang was busy wiping the armor, lowering his head to breathe from time Understanding the Pillars of Male Vitality to time, and just rubbing it gently with his arm.After the boy left the mountain top to try his luck alone, not long after, he saw colorful clouds gathering and dispersing around the mountain top at an extremely fast speed, like the changing faces of naughty children, but no one felt the rapid and violent mountain wind at all.
Cui Cheng, the young man is still unable to speak, but he is like a baby learning to talk, dancing and happily.Ruan Qiong looked at the uninterested man in a bamboo hat and suddenly laughed, Is it possible that on the way north, Did you meet that little Taoist nun A Liang s face remained as usual, I don t understand what you said.
An ancestor of Zhengyang Mountain gave a sky high price to his face. But that family seemed Animal Stak: Comprehensive Wellness for Optimal Pet Health to have taken the wrong medicine and refused to let go.The white deer returned to its owner. She touched its back gently, and the next moment it transformed into a horse.
That jade hairpin But Mr. Qi himself and Ning Yao both said that this hairpin was made of ordinary material and was just an ordinary hairpin used to tie hair.In addition, it also means that the two parties have formed a romantic relationship, which is of course more important than a first time acquaintance.
In fact, Liu Xianyang lived a good life, even though old man Yao died and the dragon kiln was banned.People like me and Shi Chunjia can study, but they can t I have never heard of a woman becoming a teacher or being called a wife.
