Artificial Intelligence Program
Project Overview
Curriculum
What you'll learn
- Students and Recent Graduates intending to bridge the gap between academic knowledge and practical skills.
- Working Professionals looking to enhance career prospects and stay updated with industry trends.
- Career Changers and Professionals on break intending to pivot to new industries by acquiring relevant skills.
- Freelancers and Entrepreneurs interested in expanding expertise for business growth and innovation.
Artificial Intelligence
Program
Details
Introduction To AI And Python
• What is AI?
• Why AI?
• Introduction To Python And Libraries
• AI Tools And Resources
Machine Learning
• Supervised Learning
• Unsupervised Learning
• Reinforcement Learning
Deep Learning
• Artificial Neural Networks
• Convolutional Neural Networks
• Recurrent Neural Networks
• Deep Learning Applications
Introduction To LLMs
• Define LLMs And Their Capabilities
• Discuss Prominent LLMs Like LaMDA, GPT-3, LLAMA
• Highlight The Limitations And Biases Of LLMs
Prompt Engineering With An LLM
• Select A Specific LLM Platform
• Choose A Task Or Project That Involves LLM
• Experiment With Different Prompting Techniques To Achieve Desired Outputs
• Discuss The Challenges And Learnings From The Hands-on Experience
Exploring Prompt Engineering
• Define Prompt Engineering And Its Role In Guiding LLM Outputs
• Introduce Different Prompting Techniques
• Discuss The Importance Of Clear, Concise, And Informative Prompts
• Show Examples Of How Prompts Can Influence LLM Outputs
• Explore Real-World Applications Of LLMs In Various Fields
Advance Topic Natural Language Processing
• Natural Language Processing
• Text Analysis, Sentiment Analysis, Chatbots
Experience-Based Learning Approach
Real-World Industrial Projects
Behaviour based churn prediction
Develop skills in making a model for customer churn prediction by leveraging customer behavior features, enhancing skills in predictive analytics, and fostering an understanding of customer retention strategies.
Diabetes Predictor
Mastering the construction of a model to predict the onset of diabetes through hands-on experience in data preprocessing, exploratory data analysis, model selection, and evaluation, cultivating advanced skills in predictive health analytics.
Sentiment Analysis in Social Media
Acquire proficiency in NLP through hands-on experience, building an end-to-end sentiment analysis system for social media texts. This project covers skills in data collection, pre-processing, model development, and interface creation, fostering expertise in practical NLP for sentiment analysis.
Curriculum
- 18 Sections
- 25 Lessons
- 90 Days
Expand all sectionsCollapse all sections
- Introduction to AI1
- Qlearning Intuition9
- Deep QLearning Intuition5
- Deep QLearning Implementation - Part 110
- 4.1Deep QLearning Implementation on Step 17 Minutes
- 4.2Deep QLearning Implementation on Step 27 Minutes
- 4.3Deep QLearning Implementation on Step 39 Minutes
- 4.4Deep QLearning Implementation on Step 44 Minutes
- 4.5Deep QLearning Implementation on Step 56 Minutes
- 4.6Deep QLearning Implementation on Step 64 Minutes
- 4.7Deep QLearning Implementation on Step 73 Minutes
- 4.8Deep QLearning Implementation on Step 83 Minutes
- 4.9Deep QLearning Implementation on Step 98 Minutes
- 4.10Deep QLearning Implementation on Step 258 Minutes
- Deep QLearning Implementation - Part 20
- Deep QLearning Implementation - Part 30
- Deep Convolutional QLearning Intuition0
- Deep Convolutional QLearning Implementation - Part 10
- Deep Convolutional QLearning Implementation - Part 20
- A3C Intuition0
- A3C Implementation - Part 10
- A3C Implementation - Part 20
- A3C Implementation - Part 30
- A3C Implementation - Part 40
- LLMs Intuition0
- LLMs Implementation - Part 10
- LLMs Implementation - Part 20
- LLMs Implementation - Part 30
Certifications
> Enhances the substantial weight of your resume and LinkedIn profile
> Drives career growth and the potential to double your salary
> Facilitates promising placements for freshers
> Adds credibility to your skill set, tools knowledge, and project expertise
Certificate of paticipation(IIT Bombay)
IIT Bombay
Internship Certificate
Wipro
Certificate of Project Completion
Project
Our Mentors
Rishabh Chandnani
Having Experience of 10+ years in the field of AI & ML. Rishabh is working in Walmart as SDE 3.
Anubhav Tripathi
IIT Bhopal Mentor
Emil
Engineer in AutoDesk (Full Stack Developer)
Your questions answered
Common Students Queries
Who is eligible for Wipro certificate?
Wipro offers certification programs suitable for a diverse range of individuals including
• Students and recent graduates
• Working professionals
• Freelancers and entrepreneurs
How will I get this certificate?
- Labsity Project Certificate: After submitting your final projects, you can expect to receive the certificate within two weeks.
- Wipro certificate: there is an examination to get a C certificate.
- Internship certificate: You will receive this after completing internship with partnered company.
What is the validity of certificate?
Earn our certification and enjoy lifetime validation of your expertise, ensuring your credentials remain current and valuable throughout your career.
Is it possible to pursue this program simultaneously with my college studies?
Absolutely! Our program is designed to be flexible, allowing students to adapt it to their timetables. We recommend dedicating 7-10 hours per week to the course.
What advantages can I gain from having industry mentors?
Industry mentors are seasoned professionals from well-established companies with demonstrated expertise in specific domains. They serve as your ideal mentors to assist you in making informed decisions about your career path in the industry.
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