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Machine Learning & AI Course in Pune

Pune’s fast-growing industries and the emerging startup culture is creating an urgent need for qualified Machine Learning & AI professionals. However, the demand for ML and AI professionals far exceeds their supply. This is where Machine Learning & AI courses can make a significant change. These courses focus on teaching students/professionals the basic and advanced concepts of Machine Learning, Deep Learning, and Neural Networks, while also teaching them about the business applications and benefits of these technologies.
Machine Learning & AI courses in Pune are well-designed and planned to cover the three core ML methods, namely, supervised, semi-supervised, and unsupervised learning.

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Programs in Machine Learning (6 to 18 months)

upGrad offers four different courses in Machine Learning:

  • PG Diploma in Machine Learning and AI
  • PG Certification in Machine Learning and Deep Learning
  • Master of Science in Machine Learning and AI
  • PG Certification in Machine Learning and NLP

Machine Learning and AI | PG Diploma
Machine Learning and AI | PG Diploma | 12 months
Become a Machine Learning Engineer and learn how to train an agent to play tic tac toe, train a Chatbot, and lots more
Program Level
Intermediate
Duration
12 Months
Hours of Learning
450+
No of Case Studies
12
Machine Learning and AI | Master of Science
Machine Learning and AI | Master of Science | 20 months
Pursue an integrated Master's Program in Machine Learning and AI from IIIT-B and LJMU
Program Level
Advanced
Duration
20 Months
Hours of Learning
450+
No of Case Studies
12
Machine Learning and Deep Learning
Machine Learning and Deep Learning | 6 months
Become an ML Engineer by learning how to diagnose illnesses, predict customer churn across telecom providers and lots more
Program Level
Advanced
Duration
6 Months
Hours of Learning
250+
No of Case Studies
5
Why Machine Learning & AI in Pune?
Why Machine Learning & AI in Pune?
Today, more than ever, businesses realize the importance of Machine Learning and Artificial intelligence to stay ahead in the cut-throat competitive market. By leveraging AI and ML technologies, businesses are diving deep into data to achieve their core goals, gain actionable insights, foster data-driven decisions, boost cost-efficiency, increase ROI, and most importantly, to create innovative products/services to cater to the specific tastes of their customer groups.
Here a few ways in which ML and AI applications are helping businesses grow:
  • Predictive maintenance.
  • Automated data entry.
  • Spam detection.
  • Fraud detection and prevention.
  • Sentiment analysis.
  • Product recommendation lists.
  • Customer lifetime value prediction.
  • Enhancing customer satisfaction.
  • Strengthening cybersecurity and preventing data breaches.
As for the future and scope of Machine Learning & AI, there are predictions that by 2020, AI will generate around 2.3 million job opportunities. According to another report, by the end of 2022, the global ML industry will stand at USD 9 billion, growing at an incredible CAGR of 42%. Although the adoption of AI and ML are at a nascent stage in India, essential steps are being taken to boost the AI and ML foothold in India.
How to become a Machine Learning Engineer in Pune?
How to become a Machine Learning Engineer in Pune?
The path to becoming a Machine Learning Engineer is pretty straightforward:
  • Get a Bachelor’s/Master’s degree in Computer Science/Data Science/Statistics/Software Engineering.
  • Choose a programming language and master coding in it. For beginners, Python is an excellent choice owing to its simple syntax and easy learning curve.
  • Sharpen your knowledge of Statistics and Probability concepts as they are the foundation of many ML algorithms.
  • Brush up on the fundamental concepts of Software Engineering.
  • Gain data modelling and evaluation experience.
  • Learn how to work with different ML algorithms and libraries.
  • Learn how to use advanced signal processing techniques for feature extraction.
  • Start small and build your own ML projects.
  • Participate in online coding competitions and hackathons. Kaggle is a great platform to start.
  • Read journals, articles, blogs, books, newsletters, etc., to stay updated on the latest advances in ML and AI.
  • Attend Data Science conferences, seminars, webinars, and local meet-ups to connect with people from the field.
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Professional certificate in Machine Learning

• Online certification programs are an excellent way to improve your career opportunities and revamp your resume. By obtaining a Machine Learning & AI Certificate from an accredited institution, you can stand out in the crowd of qualified professionals before prospective employers. A professional certification adds credibility to your resume and educational background by showing potential employers that you are ready to go an extra mile to gain knowledge and upskill. It shows them that you are willing to improve your professional performance by continuing your education.

• The most significant advantage of online ML and AI certifications is the fact that you get to learn all about these emerging Data Science fields at your convenience - you don’t need to quit your full-time job for studying. Instead, you can progress with the course by allotting only around 10-15 hours per week, as and when it is most convenient for you.

• upGrad’s Machine Learning & AI Certificate programs are specially curated, keeping in mind working professionals. The programs are designed in collaboration with IIIT-Bangalore and extend from anywhere between 6-18 months, depending upon the course you choose. The faculty comprises of the best mentors and industry experts in ML, AI, and Deep Learning.

Professional certificate in Machine Learning

  • Each course is divided into modules containing theory, case studies, and industry assignments. The courses cover a wide range of topics in AI and ML including Deep Learning, Reinforcement Learning, Neural Networks, RNNs, CNNs, NLP, Predictive Analytics, Graphical Models accompanied by the fundamental concepts of Maths, Statistics, and Probability.

Instructors

Learn from leading Machine Learning faculty and industry leaders

Scope of Machine Learning & AI in Pune
Scope of Machine Learning & AI in Pune
Pune’s fast-growing industries and the emerging startup culture is creating an urgent need for qualified Machine Learning & AI professionals. However, the demand for ML and AI professionals far exceeds their supply. This is where Machine Learning & AI courses can make a significant change. These courses focus on teaching students/professionals the basic and advanced concepts of Machine Learning, Deep Learning, and Neural Networks, while also teaching them about the business applications and benefits of these technologies. Machine Learning & AI courses in Pune are available in all expertise levels - beginner, intermediate, and expert. So, candidates can choose accordingly.

Machine Learning & AI courses in Pune are well-designed and planned to cover the three core ML methods, namely, supervised, semi-supervised, and unsupervised learning. Apart from basic concepts like data mining, statistical analysis, and signal processing, learners also get to learn various advanced concepts like Neural Networks, Computer Vision, and Statistical/Sequential NLP. The courses also include case studies and real-world assignments to encourage them to gain practical experience in AI and ML. Furthermore, instructors teach candidates how to work with various AI/ML tools and libraries such as NumPy, SciPy, Matplotlib, Tensor Flow, Keras, etc.
Machine Learning & AI Salaries in PuneAs is true of most locations, the salary of Machine Learning & AI professionals in Pune also depends on factors like the company size and reputation, job position, and the candidate’s education, skillset, and work experience.

Generally, the starting salary of an AI/ML fresher in Pune is anywhere between Rs. 2.8-4.5 LPA. The best thing about having a career in Data Science is that the salary scale continues to increase exponentially with experience. After gaining 6-8 years of industry experience, one can earn a paycheck of Rs. 5.5-7 LPA. Professionals having around 10-15 years of experience can make about Rs.30-55 LPA or more.

Machine Learning & AI Career Options in Pune

Pune has a vibrant tech and industrial scenario that creates excellent employment opportunities for qualified and skilled AI/ML professionals. What’s even more interesting is that companies across all sectors of the industry are always on the lookout for certified and experienced AI/ML professionals in Pune. Some of the most trending job positions in AI and ML in Pune include Data Analyst, Business Intelligence Analyst, ML Engineer, Data Engineer, Robotics Engineer, Big Data Architect, Data Scientist, NLP Scientist, and Analytics Manager, to name a few.
Applications of Machine Learning & AI
Applications of Machine Learning & AI
Today, we have come to that phase of technological revolution where Artificial Intelligence (AI) is all around us. From automating business operations to assisting the common man in day-to-day life, the applications of AI and Machine Learning (ML) are transforming the world in a way we never imagined before.
While AI is the science that aims to build intelligent machines that can depict human-like cognitive abilities, Machine Learning is a subset of AI that gives shape to this concept of smart machines. It imparts machines (computers) with the ability to learn from data and perform human-specific tasks. The recent surge of interest in AI and ML technologies has given birth to several miraculous applications of Machine Learning and AI.

Top 5 Applications of Machine Learning and AI

1. Smart Personal Assistants
In the past five years, smart personal assistants have become hugely popular. Siri, Alexa, Cortana, Google Assistant, Amazon Echo, Google Home are all examples of virtual assistants.
2. Sentiment Analysis

Sentiment analysis is a real-time ML application that focuses on “opinion mining.” This ML application is designed to analyze and interpret the sentiment, that is, the attitude or opinion of a speaker or a writer. In simple words, it is the process of determining the hidden intent or emotion out of text or spoken words.

3. Video Surveillance
Video files can contain a ton of vital information, in fact, much more than what text and other media files usually contain. Hence, companies are now inclining toward smart video surveillance to detect crime and fraudulent activities even before they can happen.

4. Fraud Detection
In the face of the rising incidence of cybercrimes, it has become essential to track and prevent fraudulent and suspicious activities before they can compromise the company database. Cybercrimes and security breaches often lead to substantial financial and data losses. Thankfully, Machine Learning is helping make cyberspace and online platforms safer and more secure.

5. Chatbots
Chatbots are just like virtual personal assistants. Recently these smart bots have gained immense popularity due to their excellent customer support abilities. Chatbots can interact with customers in real-time and assist them accordingly. They are highly capable of handling customer requests, complaints, and grievances. While chatbots can handle the basic customer support activities and tasks, if need be, they can also escalate to human agents for more complex issues.

Since AI and ML are emerging technologies, they are in a state of constant evolution. With time, these technologies will become more mature and lead to more such exciting applications and innovations.
The upGrad Advantage
Strong hand-holding with dedicated support to help you master Machine Learning.
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    • Receive unparalleled guidance from industry mentors, teaching assistants and graders
    • Receive one-on-one feedback on submissions and personalised feedbacks on improvement
    Student Success Mentors
    • A dedicated Success Mentors is allocated to each student so as to ensure consistent progress
    • Success Mentors are your single points of contact for all your non-academic queries
  • Doubt Resolution
    Q&A Forum
    • Timely doubt resolution by Industry experts and peers
    • 100% Expert-verified responses to ensure quality learning
    Expert Feedback
    • Personalised expert feedback on assignments and projects
    • Regular live sessions by experts to clarify concept related doubts
  • Networking
    upGrad BaseCamp
    • Fun-packed, informative and career building workshops Sessions by industry professionals and professors
    • Group activities with your peers and alumni
    Industry Networking
    • Live sessions by experts on various industry topics
    • One-on-one discussion and feedback sessions with industry mentors
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Machine Learning Articles

Some of our Interesting Machine Learning Articles to keep you updated on the latest trends

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