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
You have to wash and tidy before opening the window.The loud and clear sound of the gong, like the evening drum and the morning bell, offsets the sound waves and brings clarity.
You can just say that occasionally people leave.Xu Qi an slandered and said, You go back first and wait for the government to summon you.At this point, Wei Yuan took out a new inkstone from under the table, poured cinnabar and water into it, ground it into red ink, and dipped the brush.
I m sorry, it s mine that got you bothered.Xu Qi an said guiltily.As expected, No.5 is indeed a foreign race.Otherwise, he would not be so clear about the history of Wanyao Kingdom.
The criminal police stayed up all night, opened up their minds based on clues, and made several conjectures about the course of the case.The third prince is a scholar, and he is deeply saddened by this.
Otherwise, you will only get into trouble again and again.Where s the teacher Xu Cijiu asked.It s closed.Li Mubai glanced at Xu Qi an, said calmly I have already arranged the courtyard.
We are blessed, ha Haha.Speaking of which, it s hard Unlocking Optimal Vitality: A Comprehensive Guide to Male Sexual Wellness for Miss Fuxiang to even meet her now.The charming oiran not only knows how to act like a baby, but also Making full use of her capital, her exquisite and convex figure clings to Xu Qi an.
Zhu Yang, who seemed to be crushing an ant, without emotion, finally darkened his face, turned his head to stare at the paralyzed man behind him, suppressed his anger and said, I tried to kill my boss, according to the law, you can t protect him.The twenty four Jinwu Guards were her escort, and there was another team of seven watchmen at the foot of the mountain.
Shangshu of the household department Xu Xinnian s heart was shaken, and many doubts were solved in an instant.The current situation is obviously not a little pretentiousness, but a straight word.
Looking at it, two eyebrows were raised, and the anger in his eyes was brewing.Well, it is not ruled out that Wei Yuan seized the opportunity and created a chance for him to redeem his merits.
Second Uncle Xu Where to Buy Alpha Force: The Ultimate Buying Guide and Reviews sighed Father did something wrong.Xiao Douding gave an oh and said, I woke up from hunger yesterday and caught a bug with this on my head.Xu Qi an s logical reasoning ability has always been outstanding in his previous life.
What s wrong Lin Yan and Leng Yichen, who were sitting nearby drinking, looked at Li Shaoting in surprise.01 seconds faster than the world record of 422 seconds Sometimes his eyes can t keep up with his dad s speed.
It s done in the blink of an eye. The little boy watched him turning the Rubik s Cube with Decoding Sexual Performance: A Comprehensive Guide to Maximizing Intimate Health stars in his eyes.
They don t love me at all. No one in this world will care about me.I ll be outside at the door. After saying that, Li Shaoting stood up and stood for five seconds before turning around and leaving the bathroom.
She had tried hard to pretend that the whole thing was over, trying hard to forget that she was a murderer.Thinking of this, Gu Ruoyi felt excited. In the kitchen Gu Chenxi looked towards the kitchen with gentle eyes, telling her not to go Rocket Viagra Review: Is It the Ultimate Solution for Erectile Dysfunction? into the kitchen, otherwise she would be disobedient, and she would have to make food for him.
What happened The man suddenly frowned. Master Biao was taken away last night.She panted and breathed, and looked at Gu Ruoyi for help Help me call someone.
They asked us to come back first and bring Xiao Min out.He didn t know when their brother Nian s temper became so easily angered It seems like these two years Brother Nian, don t be angry, don t be Rediscovering Peak Vitality: A Comprehensive Guide to Optimal Male Sexual Health angry, be careful there are paparazzi taking photos around you There are also your fans nearby, be careful about your image the manager reminded in a low voice.
A Liang sat Standing on a piece of rotten wood on the roadside, after drinking wine, he laughed and said Post roads are also divided into grades.The woman s expression improved slightly, but soon her face became slumped, and she said weakly Yes, Restoring Vitality: A Deep Guide to Natural Pathways for Male Sexual Wellness Li Hou and Hu Yinglin were the two people who killed Ye Qing, the mainstay of the border of your Lu Dynasty back then.
But when Ning Yao s head was spinning with thoughts, he heard a slight snoring from the straw shoe boy.They stood Boost Your Confidence: How Men's Enhancement Products Can Help up high and jumped to the other side. After the girl landed, she held the scabbard and slowed down.
Liu Xianyang thought for a while and said nothing. The tall boy finally hid his words in his stomach, thinking to himself, girl, you probably haven t seen the other side of this guy.Even the maidservant who Reclaim Your Confidence: How Male Enhancement Products Can Help with ED depended on him had a frivolous name, Zhigui. The girl was standing on the other side of the courtyard wall at this time.
The wine flowing at Cui Han s feet slid into the pool, showing a ripple. Mysterious water curtain. Exactly the same as Cui Chan before.The bachelor man who was the gatekeeper of the town slowly looked away, patted his knees, stood up with a wry smile, and walked down the steps to the back door of the shop without saying a word.
the key is that at that time she was obviously caught by the crab claws and almost cried. The handsome young Taoist glanced at the white deer and smiled at the young Taoist nun Senior Sister He, I want you to be careful and don Reclaiming Performance: A Comprehensive Guide to Understanding Male Vitality Naturally t pamper it too much.Although that gentleman was extremely strict when teaching, he did not scold or stop children like Chen Ping an who were study and learning.
It s all because of Song Jixin, a stinky poor man who is really stingy. He dresses like a cat and a dog from Fulu Street. Poor Zonggui doesn t have much in his life.After hearing that Liu Xianyang came to life, as soon as he relaxed, he fell backwards and passed out completely.
The young Taoist smiled broadly and said, Good He quietly flicked his sleeves and suppressed a flying sword that was about to move in its sheath.The tall man was Wu Yuan, the God of Wealth Red Bull Pills Review: Are They the Best Energy Boost Alternative? in the eyes of the town s people. He was the kiln supervisor and the first county magistrate of Longquan.
Liu Baqiao let out a sigh, That s not right. Didn t the sword scripture passed down by the young man named Liu come from the traitor in Zhengyang Mountain Of course, he is also one of the ancestors of our Fenglei Garden.He quickly raised his left hand. At the same time, he punched Fairy Yunxiashan in the abdomen with his right hand, which was powerful and heavy.
Thank you. Ruan Xiu pursed her lips and smiled. She suddenly said I ll see you off. Chen Pingan strode away, turned around and waved his hands No, I m very familiar with the road, I can walk with my eyes closed.And my husband.
I don t care if I don t say it. In short, I thought You can still Bear Pills Review: Are They Worth It for Your Health Goals? survive for decades, but suddenly you find that some people behind the scenes are not willing to wait even this time.
The old woman probably knew very well that if God really opened his eyes, the first lightning strike would probably fall on her head.Remember, within a few seconds, if you dare to sneak up on me again, I will find a way to make you fall from the fifth floor of the Qi Practitioner to a common man.
Then the girl who was in the air pointed her toes a little bit more. This time the toes were slightly stronger and her ankles were twisted, so she didn t jump straight back, but jumped to the right.According to Master Ruan, someone needed to take over Liu Xianyang s work. Manpower was needed to dig wells, build houses, and dig canals.
Of course, before going to the school, Miss can stop by Qilong Lane and load Miss Shi s things onto the carriage.Ma Kuxuan gently flicked his left Receptive Health Review: Is It Legit and Worth Your Money? hand holding the remaining stones, and one of the stones just fell into the palm of his right hand.
There was no one he couldn t chat with. Chen Songfeng asked in a low voice After the woman heard the news, she immediately visited the government office and offered to return the armor.It is extremely difficult to transport out of the mountains and around. The water level of the creek running along the mountain is usually not high, which is far from enough to float the huge logs.
She was seriously injured, and no one in the town was willing to save her. No wonder they were all trying to save her, so I thought about it and thought you might be an exception.This is because no one bids for it. In the final analysis, what Da Li wants to keep Unlocking Optimal Performance: A Comprehensive Guide to Natural Approaches and Lifestyle Pillars is not Those bags of gold essence are the four surnames and ten clans, as well as their various connections in the East Aquarius Continent.
In the end, he sat alone on the covered bridge all night, and then got up and returned to the town after dawn.The girl s pretty and pleasant face became more and more charming. He twisted, stretched out his finger, and pointed at the man in the bamboo hat from a distance, For no reason Those two beasts just wanted The Ultimate Guide to Viagra: How It Works and What It Does for Performance to eat us This Qidun Mountain land is the culprit behind the scenes A Liang Half-Life of Cialis: Everything You Need to Know for Optimal Dosage and Performance suddenly realized, and looked at the anxious face Young Land, then each looked at the black snake and the white python, You want to eat me you still you The land of Qidun Mountain and the two snakes and pythons that had not yet transformed naturally shook their heads together.
A stone from another mountain can be used to attack a jade, and the ego will be broken. Cui Chan s eyes flashed, and he stopped shaking the wine bottle.He used some money to repair this house. Although he had lived in this Mud Bottle Lane since he was a child, Chen Ping an had never seen anyone living in this house.
There are dots of stars, with water like lines. The stone is hard and thin, and it is very heavy to hold.The old woman said impatiently I have read too much, but this is my fault. Let s talk about your grandpa. He is top notch in everything, but he only talks about big things to me.
Liu Baqiao twisted his butt, The Ultimate Guide to Viagra Over Counter at Walmart: Options, Prices, and Reviews crossed his arms across his chest, and said calmly Okay, now that we know the scary origins of that grandma, let s get to the point.We have been cultivating Cai Jinjian at all costs over the years, and we have the selfish intention of waiting for the price.
I heard that the rules in those big houses were very strict. Liu Xianyang and Song Jixin always liked to talk in opposite directions, but in this case This was an exception, but Liu Xianyang s statement was very Rebuilding Intimacy and Vitality: A Deep Dive into Male Sexual Health scary.If next year there are only twenty nine A newborn baby, the dragon kiln ranked at the bottom, means that it can only be confiscated for a whole year.
It s a Mensrx Review: Is This the Ultimate Solution for [Target Benefit]? beautiful thought. The young man blushed slightly, stiffened his neck and said angrily Whose master are you The man laughed.
The two got back on the road and headed towards the town. The young man asked Compared to Zhengyang Mountain, is Zhenwu Mountain higher or lower The man smiled and asked, Are you asking the truth or a lie The young man s eyes flashed.
Chen Songfeng apologized I m fine, don t worry about me, I m sure I can keep up. Chen Ping an simply took off his backpack, placed it in the depression of the stone cliff, and said, Just rest for a quarter of an hour.No wonder the master said that the women at the foot of the mountain are like tigers in the forest, and their skills have been greatly reduced.
Chen Pingan knew that this small mountain bag that Master Ruan called, Old Boost Your Confidence: A Guide to Finding Your Viagra Where to Buy Man Yao s Once I took him into the mountains to look for soil, and I went to the top of Zhenzhu Mountain.As for Zhenzhu Mountain, a small earthbag worth only one Spring Festival coin, no one except Chen Pingan would like it.
She couldn t imagine how there could Reclaiming Vitality: A Comprehensive Guide to Understanding Sexual Health and Performance Support be an idiot like Chen Ping an in the world, with such no understanding of martial arts and such poor talent no way.Li Baoping looked at the pale little uncle, and the delicate girl noticed that the left hand holding the hatchet was trembling uncontrollably.
It can be said that Master Song has accumulated a good relationship with the town, and with the careful care of the current superintendent, the young Song Jixin has been living in the town for many Boost Your Confidence: How the Best Ed Drugs Online Can Enhance Your Male Enhancement Product years, with no worries about food and clothing, and is free and easy.The old ape who wanted to pursue was a little confused, and for fear of being deceived, he continued to walk forward slowly, making up his mind to wait and see what would happen.
Deep in the courtyard, a barefooted old man pushed open the door and stood in the courtyard jumping to his feet and cursed angrily Which bastard is plotting against my Song family s foundation Stand up and fight.But at times like this, if Liu Xianyang was present, he would definitely say that he really wanted to go to Song Jixin.
This is truly a once in a century event, not just a polite compliment. The little girl is now without the mountain Reclaim Your Confidence: How to Buy Viagra Online in US & Boost Your Performance moving ape by her side, and is alone in a completely unfamiliar place.Nowadays, Lao Yuan can be regarded as one of the characters who has been suppressed the most by the heaven here besides the feudal king Song Changjing.
Your friend died because of you, because Liu Xianyang has long been in a dead end. As long as this young man refuses to hand over the sword scripture, it can only be a dead end, because Zhengyang Mountain will definitely kill him.After meeting Mr. Qi, I I am even more sure of this. After the girl decided on one thing, she would never change it again.
You understand the truth, on the road of cultivation that you are going to take next, anyone may be your enemy, such as your uncle, I, Song Changjing.
