Professional Certificate Course In AI And Machine Learning, Chandigarh
Become an AI and ML expert with this Machine Learning Course in Chandigarh. Learn the latest tools and technologies of the AI world through live classes delivered by industry experts, hands-on labs, Industry-relevant projects and masterclasses from distinguished IIT Kanpur faculty.
- Admission closes on 8 Dec, 2023
- Program Duration 11 months
- Learning Format Online Bootcamp
World’s #1 Online Bootcamp
Why Join this Program
Fast-track Your Career
After completing Simplilearn courses, learners have made successful career transitions, boosted career growth, and got salary hikes.
Learner’s achievements
Maximum salary hike
150%Average salary hike
70%Hiring partners
2900+Our Alumni In Top Companies
Machine Learning Course Overview
We have curated our curriculum to include crucial topics like Statistics, Machine Learning and many more. Taught through hands-on labs and industry-relevant projects designed to advance your career trajectory, this AI and Machine Learning Course in Chandigarh will simplify AI and Machine Learning and equip you with the required skills to get you job ready.
Key Features
- Program completion certificate from E&ICT Academy, IIT Kanpur
- Simplilearn's JobAssist helps you get noticed by top hiring companies
- Attend live interactive sessions for the latest AI trends such as ChatGPT, generative AI, explainable AI, and more
- Masterclasses delivered by distinguished IIT Kanpur faculty
Machine Learning Course Advantage
This AI and Machine Learning online course is an all-encompassing course offered by Simplilearn in collaboration with E&ICT Academy, IIT Kanpur. Join this best Machine Learning Course and master various skills to excel in your work.
Program Benefits
- E&ICT Academy, IIT Kanpur will issue your program certificate directly within 90 days of program completion.
- Masterclasses delivered by distinguished IIT Kanpur faculty
- Exposure to latest trends like generative AI, prompt engineering, ChatGPT and more
Machine Learning Online Course Details
This state-of-the-art Machine Learning course offers modules that can help you kickstart a thriving career in AI and ML. You'll also have the opportunity to delve into cutting-edge AI topics such as generative AI, ChatGPT, GPT models, and explainable AI.
Learning Path
Get started with the Machine Learning Course, explore everything about the program and kickstart your AI and Machine Learning journey through this introductory session.
- Grasp AI and generative AI model basics and their workings.
- Recognize the importance of explainable AI.
- Utilize prompt engineering to enhance generative AI models.
- Understand ChatGPT mechanics, features, and limitations.
- Explore varied ChatGPT applications and use scenarios.
- Gain foresight into generative AI's future and challenges.
- Understand procedural and object-oriented programming.
- Discover Python's benefits and advantages.
- Set up Python and its Integrated Development Environment (IDE).
- Familiarize with Jupyter Notebook.
- Apply Python's identifiers, indentations, and comments.
- Recognize Python data types, operators, and string functions.
- Learn various types of loops in Python.
- Understand variable scope within functions.
- Explain Object-Oriented Programming (OOP) principles.
- Define methods, attributes, and access modifiers in OOP.
- Explain the basics of data science and its applications
- Understand the fundamentals of NumPy
- Explore array indexing and slicing
- Apply the principles of linear algebra
- Calculate the measures of central tendency and dispersion
- Describe the null hypothesis and alternate hypothesis
- Examine different hypothesis tests like Z-test and T-test
- Describe the concept of ANOVA
- Use Pandas to load, index, reindex, and merge data
- Prepare the data and then format, normalize, and standardize it using data binning
- Construct a graph using Matplotlib, Seaborn, Plotly, and Bokeh
- Explore the machine learning pipeline and MLOps.
- Study supervised learning and its practical uses.
- Grasp techniques to detect and prevent overfitting and underfitting.
- Detect and visualize variable linearity via correlation maps.
- Outline classification algorithms and their real-world applications.
- Gain expertise in various unsupervised learning approaches.
- Recognize scenarios for unsupervised algorithms and types of clustering.
- Create a recommendation engine with PyTorch.
- Differentiate deep learning from machine learning.
- Explore various neural network types.
- Learn forward and backward propagation in deep neural networks.
- Introduce modeling and enhancing performance in deep learning.
- Understand hyperparameter tuning and model interpretability.
- Implement dropout and early stopping techniques.
- Master CNNs and object detection.
- Grasp the fundamentals of RNNs.
- Learn PyTorch basics and create neural networks with it.
The capstone project will allow you to implement the skills you will learn throughout this program. You will solve industry-specific challenges by leveraging various AI and ML techniques learned across various modules in the program. This project will help you showcase your expertise to potential employers.
Electives:
Attend an online interactive masterclass delivered by IIT Kanpur faculty and get insights about advancements in technology/techniques in Data Science, AI, and Machine Learning
- Attain a thorough understanding of computer vision.
- Develop expertise in complex neural network architectures.
- Learn image creation and manipulation techniques.
- Explore CNNs for essential image analysis.
- Master object recognition and localization using CNNs.
- Apply OCR methods for document digitization.
- Gain insights into eXplainable AI (XAI) techniques.
- Efficiently deploy deep learning models.
- Study feature engineering for relevant text data extraction.
- Enhance skills in natural language generation.
- Delve into Automated Speech Recognition (ASR).
- Focus on transcribing speech into written text.
- Master text-to-speech techniques.
- Build voice-enabled devices and Alexa skills.
- Address challenges in NLP and speech recognition.
- Gain a profound understanding of Reinforcement Learning (RL) principles.
- Acquire Python and TensorFlow skills for RL problem-solving.
- Explore strategies and algorithms for RL challenges.
- Emphasize establishing a robust RL theoretical base.
- Develop expertise in using RL for effective problem-solving.
- Apply RL algorithms to solve complex real-world issues.
- Transformers' significance in modern AI.
- Neural networks' suitability for generative tasks.
- Differentiate generative model types: VAEs, GANs, transformers, autoencoders.
- Appropriate scenarios for diverse generative AI models.
- Assess attention mechanisms' efficacy in generative tasks.
- Analyze GPT and BERT, contrasting their architectural goals in generative AI.
Career Support
Simplilearn JobAssist Program
Simplilearn Job Assist program is an India Specific Offering in partnership with IIMJobs.The Program offers extended support to certified learners to land their dream jobs.
IIMJobs Pro-Membership of 6 months for free
Resume building assistance to create a powerful resume
Spotlight on IIMJobs for highlighting your profile to recruiters
Industry Trends
Artificial Intelligence is the next digital frontier, with profound implications for business and society.
$202.57The global AI market size is projected to reach $202.57 billion by 2026
40.2%The annual growth rate for the global AI market
11mnJob vacancies in the field of AI, ML, and Data Science by 2026.
Companies Hiring AI Engineers
Batch Profile
The diversity of our cohorts brings intensity to classroom conversations & interactions. Our Machine Learning Course cater to learners from a wide range of sectors and experiences.
- The class consists of learners from excellent organizations and diverse industriesIndustryIT - 40%Consultancy - 30%Other - 15%BFSI - 15%Companies
Learner Reviews
Admission Details
Application Process
The application process consists of 3 simple steps. An offer of admission will be made to the selected candidates and can be accepted by the candidates by paying the admission fee.
Submit Application
Tell us a bit about yourself and why you want to do this course
Application Review
An admission panel will shortlist candidates based on their application
Admission
Selected candidates can join the program by paying the admission fee
Eligibility Criteria
For admission to this Artificial Intelligence Course, candidates should have:
Admission Fee & Financing
The admission fee for this AI and Machine Learning Course is ₹ 1,53,400 (Incl. taxes)
Financing Options
We are dedicated to making our programs accessible. We are committed to helping you find a way to budget for this program and offer a variety of financing options to make it more economical.
Easy Financing Options
We have partnered with the following financing companies to provide competitive finance options at as low as 0% interest rates with no hidden cost.
Other Payment Options
We provide the following options for one-time payment
- Internet
Banking - Credit/Debit
Card
₹ 1,53,400
(Incl. taxes)
Apply Now
Program Benefits
- Program certificate from E&ICT Academy, IIT Kanpur
- Masterclasses delivered by distinguished IIT Kanpur faculty
- Exposure to ChatGPT, explainable AI, generative AI and more
- 25+ hands-on projects with capstone in 3 domains
- Simplilearn’s Job Assist
Program Cohorts
Next Cohort
Machine Learning Course FAQs
What are the eligibility criteria for this AI and Machine Learning Course in Chandigarh?
For admission to this IIT Machine Learning Course in Chandigarh, candidates should have:
- A bachelor's degree with an average of 50 percent or higher marks
- Prior knowledge or experience in programming and mathematics
- Preferably 2+ years of formal work experience
Who is this Machine Learning Course in Chandigarh ideal for?
Professionals eager to develop AI and ML expertise with the objective of:
- Enhancing effectiveness in their current role
- Transitioning to AI roles in their organization
- Seeking to advance their career in the industry
- Giving shape to entrepreneurial aspirations
What is the admission process for this Machine Learning Online Course in Chandigarh?
The admission process for this Machine Learning Course in Chandigarh consists of three simple steps:
- All interested candidates are required to apply through the online application form
- An admission panel will shortlist the candidates based on their application
- An offer of admission will be made to the selected candidates, which can then be accepted by the candidate by paying the Machine Learning Course fee
What should I expect from this Machine Learning Course in Chandigarh?
As a part of this Best Machine Learning Course in Chandigarh you will receive the following:
- Masterclasses delivered by distinguished IIT Kanpur faculty
- Program completion certificate from E&ICT Academy, IIT Kanpur
- Career assistance post completion of this ML program
- Active recruiters include: Amazon, Google, Microsoft, and more
What certificate will I receive?
Upon successful completion of this AI and Machine Learning Course in Chandigarh, you will be awarded a certificate of completion by E&ICT Academy, IIT Kanpur, along with industry-recognized certification from Simplilearn for courses in the learning path.
How long does it take to complete this Machine Learning Course in Chandigarh?
The Machine Learning Online Course in Chandigarh could be completed according to your schedule but the anticipated time to complete the overall program is 11 months.
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Post Graduate Program in AI and Machine Learning- Disclaimer
- PMP, PMI, PMBOK, CAPM, PgMP, PfMP, ACP, PBA, RMP, SP, and OPM3 are registered marks of the Project Management Institute, Inc.