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
Can no longer use the Heaven Punishing Sword Light.A lot of true spirit blood was submerged into Xu Yang s body, causing him great pain all over his body.
Xu Yang immediately rang the alarm, and quickly took out the Dutian banner and threw it into the air.This is no less than a casual blow by an ordinary Void Alchemist.
After a while, he fell to the ground and bent down to look at a corpse.Heisha s expression suddenly changed.He had already experienced Xu Yang s strength, and he was definitely not his opponent fighting alone.
Xu Yang turned his head and said Yaoyao follow me, don t stay away, let s go up After saying that, Xu Yang stepped onto the stone Is CBD Good For You? Unpacking the Science & Benefits bridge.Looking around, the surrounding area was flat, and a huge teleportation array stood in front, which was an ultra long range teleportation array.
When he reappeared, he was in front of a swamp whirlpool.Master Yimei was startled when he saw this, and blurted out Wanzai Unlocking Wellness: A Deep Dive into Native Farms CBD Gummies Kongqing I don t want you to have such a fetish, no wonder you sit and watch a group of elders seriously injured and dying.
Xu Yang thought that a mouthful of spiritual spring would not be able to support it, so he made this move.Physical strength.In just a moment, the blood ghost king was at a disadvantage.
Breaking it off hard, a stream of blood flowed out, staining his face red.Ancient Mirage Yuanjun explained This is the horror of the Four Dragons Town Demon Formation, which can shield monks consciousness and vision.
The four of them were evenly matched and evenly matched.Will you come to me Could it be that the vampire secret realm is about to open Xu Yang nodded and said Yes, the vampire secret realm will open in half a year at the most.
When they reached the bottom, there was already a radius of a thousand meters around them.As Xu Yang s natal spiritual treasure, one is prosperous and the other is damaged.
Moying looked up and looked around, and said in a low voice I sensed it right, there is indeed a breath of flames here, to see that he failed and was suppressed, he is really an unlucky guy, let me rescue you out After speaking, the ghost flew into the depths of the Sea of Consciousness in a flash, and the ghost was extremely fast, but it came to the center of the Sea of Consciousness in a moment.
When he came to the ancestor of the magic demon, Xu Yang smiled and said Please tell me the details, otherwise, don t blame me for being ruthless in the soul search.Then Lei Dingtian explained the inside story in detail.
He was taken aback and was about to step forward to stop the heart corroding Gu when Patriarch Gaifeng suddenly sent a voice transmission Fellow Daoist, go and destroy it immediately.The cultivator of the Song Dynasty burst into an uproar and then became angry, and his momentum quickly increased.
Speaking of this, Yin Hong had an excited look on his face.But Bai Ru, Wu Feiyang and the others all retreated one after another after hearing this.
Waves of pure power spread, and even the space was shattered, forming a black hole around the Immortal Admiralty.The plant is not the size of a soybean, and it is constantly hitting the ball of light Unlock Your Wellness: How Vegan CBD Gummies Can Boost Your Health in an attempt to escape.
Seeing this, Xu Yang couldn t help asking Could it be that the Mystery of Thousand Beasts is at the bottom of this lake Why isn t there any vision Unlock the Benefits: How to Find the Best Pure Potent CBD 5 Qualities for Quality revealed Patriarch Gaifeng explained Wan The Beast Secret Realm is very special, very different from ordinary secret realms, without any spatial fluctuations, and you must have a Ten Thousand Beast Banner to enter, otherwise you can never enter.
Just as they were about to retreat to the distance, the Lingquan exploded.Everyone is dumbfounded, never expecting such a scene behind the space crack.
With a buzzing sound, the treasure wheel of the law shot out, and there was a crisp sound, many chains of the law were knocked into the air, but more chains of the law were entwined.He immediately held the broken jade talisman.A flash of spiritual light flashed by and Xu Yang disappeared.
The ghosts and beasts in this dense forest are not very strong, and the most powerful one is only the ghost pill stage.Because, the caravan guards will collapse at the first touch, and if they don t help, the whole army will be wiped out.
invisible.The Sunset Demon Venerable retreated quickly to dodge, the Great Sun Spirit Wheel slashed out quickly, and there was a clang and crisp sound, and the cursed arrows burst in the air, and then the Great Sun Spirit Wheel continued to cut towards the Yin Yang Bridge.Don t make any mistakes.Go ahead and do it.The abbot looked overjoyed and looked forward again and again, turned around and went down to order his disciples to go, and the Buddhist hall was quiet again.
Enter the mind of Silver Wolf.Immediately, the silver wolf became conscious, and under the catalysis of the Mongolian and demon cultivator allied forces, the power of the seedling psychic technique soared, and it actually summoned a powerful primordial spirit of the Feeling the Spark? How CBD Gummies for Erectile Dysfunction Can Be the Key to a Happier Romance wolf clan in the spirit world, instead of an unconscious beast soul, this primordial spirit Entering the silver wolf, he turned into a burly man in a flash.
Facing the attack of the killing Dive In: Everything You Need to Know About THC-Free CBD Gummies gun, Xu Yang dismissed it.Too much, hard to guard against Then Xu Yang turned his head to look at Huan Ling er, and saw that she was doing exercises with her eyes closed, and a relic was fixed between her eyebrows, exuding the light of Buddha.
Liu Bang turned and left, looking for a remote place to rest for a while.
Du Heng was a little dumbfounded. He seemed to have done something stupid.The old man didn t come alone. There was an aunt beside Is the Hype Real? Diving Into the Feels Reviews him who got free treatment last week.
What. This time, the purpose of coming here is not very clear, it is just a step to see.But this subject is It s not too general. If the research is too general, the ministry may have to consider whether your research is likely to produce results, or whether the research results have practical problems, and they may not be able to pass it by then.
Responsibility. Uncle, let me see you and see auntie.I will send you the phone number now. My surname is Tang.
Doctor, please take a closer look at my daughter to see if it is her problem or my son in law s problem.Du Heng s work is starting to get on track, and Wu Shengnan has slowly started to work again.
Xiao Anzi, hand me the bow and arrow. Qin Hu was lying on the chariot shaft but Qin An Bow and arrow, what are bows and arrows What, there are no bows and arrows in this era Qin Hu looked around and found that the wheels were getting thinner.The few people invited by Zhou Yixian also listened very carefully.
He didn t skip work. I don t know what Du Heng asked him to do.If fire does not generate, the earth will have lifeless energy.
The hygiene I m talking about is not only that you should pay attention to hygiene, but your man should also pay attention to hygiene and wash frequently.As you said, just let me go about my business with peace of mind.
Instead, he quickly took off his mask, then took out his mobile phone and set it to selfie mode.Look at the current departments of the hospital, Lao Cao of the Department of Internal Medicine, the vacancy rate of hospital beds is less than 20 , and the vacancy rate of the Department of Gynecology is less than 20.
In fact, under the current development situation of the city s women and Unlock Relaxation: A Guide to CBD Oil Pills children s department, it just looks like taking off your pants to fart, and there is no need for it.If it were the prescription in Jin Gui , there would be no need for Du Heng to rewrite it, right And he said it himself, it s not the original recipe.
Yang s dazed expression and suddenly laughed, Maybe this Du Demigod is really a demigod, not a fake demigod.Where do you think you got the money My classmate and I are doing business together.
He said, My eldest brother, you still don t know what kind of person I am How could I do something like that Then where did you get this money Du Ping said, turning around and scanning again Looking at the houses in front of me, The houses above yours should be similar, and should have the same price as your house.
I m here to hack you. Even the people who spoke for you will be implicated.The portal shape refers to this. Positional deformation and stenosis congenital Congenital hypertrophic stenosis Du Heng breathed out lightly.
Yang was still retreating, and then remembered what Dr.I will explain it to you in detail now. Du Heng frowned.
The other party is just a mortal, but this is what makes it even more weird.It was the blood ghost king s natal spirit treasure, the blood spirit stick of the quasi celestial spirit treasure level.
Xu Yang and Luo Hu were shocked when they heard the words, and then they were relieved.There was a crackling sound, the magic circle couldn t hold on, and the golden sword insect swarm bit a big hole.
That s right, it s a bit of strength to be able to block my soul refining fairy light, but it won t be that easy after that.The Ten Thousand Buddhas Temple is worthy of the giant of Qianzhou.
Seeing this scene, Sunset Demon Unlock Your Inner Calm: Why Bliss Harmony CBD Gummies Are the Right Choice Venerable s eyes flashed, and he looked carefully at the space jade board.After years of evolution, the origin of the laws merged with the laws of this world, and this disk was formed just now.
It came out of the ground, and swallowed the scarlet demon worm with its big mouth.Seeing this, Bai Tianxing shook his head Unlock the Benefits: Top CBD Tinctures of 2026 – 7 Top-Rated Oils for Fast Absorption and sighed It s a pity for the two senior nephews With their cultivation base qualifications, it is very possible to break through the Nascent Soul stage, but now everything is empty, and the two junior brothers are afraid that they will be sad.
the magic baby rapidly increased by one inch and gradually grew in size, and became three inches in the blink of an eye.After inquiring about these situations, Xu Yang immediately flew towards Liangjieguan.
The Mongolian Zama was the first to speak out It s been a long time since Daoist Xuan Mingzi has not seen each other for a long time, so how can we fight this time so we can t fight indiscriminately Xuan Mingzi replied with a smile If you want to come to Zama, you have already made arrangements, so don t be fooled.
The swarm of golden sword worms was dispersed with a bang, and then quickly gathered together.His face darkened, and a sword thread flew out, cutting off the spider thread and the big cocoon immediately fell to the top of the bone pile.
It looks illusory and indeterminate, but it is extremely solid.leave.Before Shinansheng finished his sentence, he raised his hand and shot out a divine light.
It s a seal, and there s an extraterritorial celestial demon sealed inside, and this time I m looking for you for exactly this.The woman on the opposite side couldn t help being shocked when she saw this.
If it weren t for the monks of the Great Song Dynasty who also formed a large formation, their strengths were integrated into one body, and they would definitely be able to kill them with one move.The Nine Sons Guiying cried loudly and quickly flew into Shang Yang s body.
With a gloomy expression, Xu Yang raised his hand and released the Dutian banner.At most, they can maintain their previous realm.Xu Yang smiled wryly and said This is already very good.
In the end, Ouyang Feng could only acquiesce in the treatment of him, raised his hand and handed over the pavilion master s token, turned around and entered the back hall to take Ouyang Ke to retreat for healing.The huge offensive hit the Taiyin talisman, and the talisman immediately shattered.
unexpectedly unscathed.Seeing this, the five emperors urged the magic circle with all their strength, and the true energy in their bodies passed away quickly, the five element wheel array shone brightly, and a five color divine light appeared and brushed fiercely.Only Tianxing s early foundation was damaged and he could not break through.
Sensing Xu Yang s spiritual pressure, the hearts of the Nascent Soul cultivators trembled, they did not dare to touch Xu Yang s bad luck again, and nodded in agreement.But then Sunset Demon Venerable regretted it, and now Xu Yang is no longer what he used to be, and his strength has undergone Boost Your Health: Dive Deep into Alive Men's Gummy Vitamins earth shaking changes.
When inspired by the Five Elements Law, the Tianzhu Sword suddenly buzzed and vibrated, the sword body flickered with black light, and a dark blue sword light flew out of Xu Yang Unlock Well-Being: Are TruFarm CBD Gummies Worth the Hype? s body.As the five strands of Unlock Your Inner Glow: How Spring Valley Gummy Probiotic Can Boost Your Gut Health spiritual power poured into the body, Xu Yang s dantian Yuanying was shocked, opened his small mouth and inhaled violently, and the five strands of spiritual power quickly flew into the Yuanying s body, and the Yuanying immediately expanded as if blowing air, and in the blink of an eye Turned into a height of one foot, flew out of the dantian and landed in the sea of consciousness between his eyebrows.
Master Eclipse suppressed the injuries in his body, looked at Xu Yang and said angrily I didn t expect you to have such combat power.Xu Yang lifted the three of them up with a flick of his sleeves, I didn t expect that Zhao Unlock Your Inner Radiance: 3 Hidden Benefits of Harmony Glow CBD Gummies Qiankun and Lei Dong s descendants would turn against each other, and they would be divided into two ways, good and evil.
If it wasn t for the fact that his physical body was transformed into an indestructible golden bell, he would be seriously injured and unable to fight again.After a while, his body trembled, and the five elements of the sea of consciousness shrank rapidly, leaving the sea of consciousness and returning to the dantian in the blink of an eye.
Take them back to the forbidden area and seal them again As for the sealed treasures, they have already recognized me as the master, but they cannot be returned to you.Pure Yang True Fire has advanced to the seven color level, and has undergone earth shaking changes.
Just now, she didn t dare to take the call and was still asking the patient to be transferred to another hospital, but Du Heng was able to do it in a few seconds.The situation is very good. Okay, then you go to bed and I ll take a look.
but I just can t remember. What did you forget Du Heng scratched his head casually, turned around and walked towards the office.let them come for consultation to see if the problem can be corrected.
Dong Yuezhang drank a little too much and felt that he couldn t hold back the tea.He said he would personally send it to the National Health Commission and he would definitely help you get this spot.
Du Ping stretched out his hand to put out the cigarette butt, Du Yihai begged a lot of people for his son s matter.Fortunately, Du Heng himself knew that the situation was not right and quickly held back.
However, today, he wanted to show off his skills. Soon, Du Heng raised his eyebrows slightly, glanced at Xu Pinglin in surprise, Unlock Relief: Finding the Best CBD for Pain Relief and picked up his right hand.He looked over one by one and came to Zhang Xi s side.
He was hesitating whether to go in or not. After a long time, he turned around and walked through the gate of the community and walked towards Zisu Hall.This confused his wife, What s wrong with you What are you doing in such a hurry Liang Limin sighed, The leader of the sheepfold pushed the old horse so hard that the wife was startled and asked quickly He said, Is he okay I was beaten so hard that I couldn t wake up.
After each treatment, the system will start to collect statistics.Du Heng began to diagnose the woman s pulse. When he heard the man s threat, he glanced lightly, If you are making a noise, it will be up to you if I check wrongly.
Second, he would not go in if Zhang Jinlian was there.Bokang Rehabilitation is just a rehabilitation center and does not have this qualification.
The ambulance from the First City Hospital will arrive later.I was too impulsive that day. His posture was low and his tone was sincere.
If I remember correctly, Zuo Liangliang said it was half a year ago.The child s grandmother started crying again as she said this, My little grandson, what s going on How can I explain this to my son and daughter in law No move Okay, completely out of ideas.
No matter how fast you are, you can t go faster than a few minutes.Such a proud girl, Du Heng didn t think there could be any spark between them.
Du Heng paused and looked at Wu Buwei, who had a dejected look on his face.Du Heng thought this excuse was perfect. The mother in law was a little hesitant.
Therefore, people will not try the more dangerous behavior of acupoint acupuncture.Wang Lili was also startled, That is, if there is trouble, we can just find a solution together.
Although he didn t know what was going on, Du Da s look was definitely not normal.If something bad happens, in addition to the traditional Chinese medicine first aid medicine made by Du Heng, he will have no choice but to use these western medicines at his own risk.
After receiving Du Heng s affirmative reply, Du Ping remained silent for a long time before choosing to believe his brother, You are an educated person, and I don t understand what you are doing.
