Program Overview
Advanced Executive Certification in ML.
Offered by: Centre for Training and Employment, CTE
Collaboration with: Council for Citizen Rights, CCR (NGO) - National Mission Technical Education for Employment Wing
Duration: 5 months
Mode: Online and Offline

Regular Classes Start from 28th December (Saturday)
Enrollments open till 27th December, Friday. Choose your preferred Weekday or Weekend Batches with timings:
1) Morning: 9:00 AM / 11:00 AM
2) Evening: 6:00 PM / 8:00 PM

For Assistance:
Call/WhatsApp: 9281434941, 9281434940, 9281434939, 9949073398
WhatsApp Only: 8072211686, 9346000855
Visit our centers for in-person guidance.

Key Features:

• 260 Hrs of SME led Training & 90 Hrs of Projects & Exercises
• Live In in-person classroom and Video Classes
• Each Session Live Recordings available in Learning Management System (LMS) Portal
•  Lifetime Access to Course
•  1:1 mentorship
•  50+ industry projects
•  Certification from the Centre for Training and Employment (MSME, ISO, AICTE)
•  Guranteed Job Assistance Till Placement
•  Campus immersion at India's reputed Universities, Institutions, MNCs, Industries
•  Up to ₹50 Lakh startup incubation support
   

  Our Credentials:

•  Certified & Placed Students: 15 Thousand+  
•  Instructors: 56+ Industry Experts  
•  Hiring Partners: 125+  
•  Corporates & Colleges Upskilled: 175+  
•  States in India with Learners: 18+  
  
  Why Artificial Intelligence / Machine Learning (AI / ML)?
• Hottest Job Roles: AI is among the top career choices, with the industry projected to grow at a 31.6% CAGR globally, offering exciting opportunities like AI Engineer, Machine Learning Engineer, and NLP Specialist.
• High Demand: Over 2.1 million AI job postings globally by 2025, with increasing demand for skilled AI professionals, especially in India and the US.
• Salary Potential: AI professionals earn 50–60% higher than average IT salaries, with 600,000 roles currently unfilled, reflecting the growing talent gap.
• Skill Development: Master advanced skills like machine learning algorithms, deep learning, natural language processing (NLP), and predictive modelling to stay ahead in the industry.
• Future Opportunities: AI opens doors to roles in global tech firms, startups, and research institutions, making it the ideal choice for a future-proof career.

Learning Path and Roadmap

Roadmap, Skills & Tools, Learning Path of the Course - available at LinkedIn:
https://lnkd.in/g2KAhusq
 
1. Foundation
   - Python and SQL basics.  
   - Data transformation and statistics.  

2. Core AI Concepts
   - Machine Learning, Deep Learning, and AI basics.  
   - NLP and Computer Vision (optional).  

3. Advanced Topics
   - Generative AI and Prompt Engineering.  
   - Reinforcement Learning.  

Key Skills to Master  

•  Programming: Python, SQL, Git  
•  Data Engineering: PySpark, Data Wrangling 
•  Data Analysis: Pandas, NumPy, SciPy, Data Wrangling  
•  Machine Learning: Regression, Classification, Clustering, Prediction Algorithms  
•  Data Visualization: Matplotlib, Excel Analytics  
•  MLOps & Deployment: MLOps Pipelines, Model Deployment  

Tools You'll Use  

•  Python Ecosystem: Pandas, NumPy, TensorFlow, SciPy, Jupyter  
•  Big Data & Analytics: PySpark, Spark SQL  
•  Visualization Tools: Matplotlib, Power BI, DAX, Excel  
•  Version Control: Git

Top paid Jobs:

• Machine Learning Engineer: ₹6,00,000 - ₹25,00,000/year  
• Computer Vision Engineer: ₹7,00,000 - ₹14,00,000/year  
• Natural Language Processing (NLP) Engineer: ₹7,50,000 - ₹15,00,000/year  
• AI Software Developer: ₹6,50,000 - ₹13,00,000/year  
• Robotics Engineer: ₹8,00,000 - ₹16,00,000/year  
• AI Researcher: ₹10,00,000 - ₹20,00,000/year  
• AI Consultant: ₹12,00,000 - ₹25,00,000/year  
• Ethical AI Specialist: ₹9,00,000 - ₹18,00,000/year  
• IoT Specialist: ₹7,00,000 - ₹15,00,000/year  
• AI Product Manager: ₹15,00,000 - ₹30,00,000/year  
• AI Engineer: ₹10,00,000 - ₹30,00,000/year

Faculty and Advisors

•  Renowned professors
•  Industry experts

Career Services

•  1:1 Mock Interviews  
•  Dedicated Placement Support  
•  Career Fairs and Resume Building  
•  Access to 200+ job postings monthly  
  
  Detailed Modules

1. Programming Essentials for Artificial Intelligence  

•     Python setup and basics.  
•     Object-oriented programming concepts.  
•     Hands-on Python practice.  

2. Data Transformation & Management Using SQL  

•     Introduction to SQL and advanced queries.  
•     Performance optimization techniques.  

3. Data Processing Using Python  

•     Loading and processing data.  
•     Data manipulation and visualization techniques.  
•     Practice exercises for data processing.  

4. Statistical Evidence-Based Analysis  

•     Probability basics and descriptive statistics.  
•     Inferential statistics and evidence-based analysis.  
•     Hands-on exercises for statistical concepts.  

5. Machine Learning  

•     Advanced machine learning algorithms.  
•     Supervised vs. unsupervised learning.  
•     Classification, regression, clustering, and forecasting. 

6. Foundations of Deep Learning  

•     Introduction to deep learning concepts.  
•     Basics of neural networks.  

7. Introduction to Artificial Intelligence  

•     Convolutional and recurrent neural networks.  
•     Image and text classification techniques.  

8. Generative AI Fundamentals  

•     LSTM, Transformers, BERT, GPT, and LLM concepts.  

9. Prompt Engineering for Generative AI  

•     Writing effective Generative AI prompts for development and e-commerce.  

10. Natural Language Processing (Elective)  

•      Text processing and classification.  
•      Language modeling and chatbot development.  

11. Computer Vision (Elective)  

•      Introduction to object detection techniques using deep neural networks.  

12. Reinforcement Learning  

•      Fundamentals of reinforcement learning.  
•      Markov Decision Processes and Bandit methods.

Projects and Practical Learning  

1. Restaurant Revenue Prediction Model  

•     Tools: Caret, Boruta, Dplyr  
•     Outcome: Predict annual restaurant sales.  

2. Book Recommender System  

•    Tools: Dplyr, Tidyr, Stringr  
•    Outcome: User-based collaborative filtering.  

3. PySpark & RDD-based Applications  

•     Key Component: Configure Spark applications.  

4. Face Detection Model  

•     Tools: OpenCV, Glob  
•     Outcome: Detect multiple faces in images.  

5. Housing Price Prediction  

•     Dataset: Home price features.  
•     Outcome: Predict property sale prices.  

6. Census Income Analysis  

•     Dataset: UCI ML Repository  
•     Outcome: Predict annual incomes.  

7. Joke Rating Prediction  

•     Dataset: Jester Joke Recommender System  
•     Outcome: Predict joke ratings.  

8. HR Analytics Model  

•     Outcome: Evaluate and reimagine HR problem statements.  

And More.......

Top Job Roles 

1. Machine Learning Engineer:

 Responsibilities: Design, implement, and deploy machine learning models for various applications. 

Skills: Machine Learning, Python, TensorFlow, Scikit-Learn.

2. Data Scientist:

 Responsibilities: Analyze and interpret complex datasets, providing valuable insights and predictions. 

Skills: Data Analysis, Statistical Modeling, Machine Learning.

3. Computer Vision Engineer: 

Responsibilities: Develop algorithms for image and video processing, object detection, and recognition. 

Skills: Computer Vision, OpenCV, Deep Learning.

4. Natural Language Processing (NLP) Engineer: 

Responsibilities: Work on projects involving language understanding, sentiment analysis, and chatbot development. 

Skills: Natural Language Processing, NLTK, SpaCy, TensorFlow.

5. AI Software Developer: 

Responsibilities: Develop software applications that incorporate AI components or features.

Skills: Software Development, Python, AI Integration.

6. Robotics Engineer: 

Responsibilities: Design and develop robotic systems using AI algorithms for navigation, perception, and control. 

Skills: Robotics, Reinforcement Learning, Python.

7. AI Researcher:

Responsibilities: Contribute to cutting-edge AI research, exploring new algorithms and techniques. 

Skills: Strong mathematical background, Deep Learning, Research Skills.

8. AI Consultant: 

Responsibilities: Advise businesses on implementing AI solutions, addressing challenges, and maximizing benefits. 

Skills: Business Acumen, Communication, AI Implementation.

9. Ethical AI Specialist:  

Responsibilities: Ensure AI systems are developed and used ethically, addressing bias and fairness concerns. 

Skills: Ethical AI, Bias Detection, Mitigation Strategies.

10. IoT Specialist:

Responsibilities: Implement AI solutions for IoT applications, connecting devices and enabling intelligent automation. 

Skills: IoT Integration, AI for Automation.

11. AI Product Manager: 

Responsibilities: Oversee the development and launch of AI-based products, coordinating cross-functional teams. 

Skills: Product Management, AI Strategy, Communication.

Innovative Features:  

•  Learn by Doing: Hands-on exercises, projects, quizzes, assignments and capstone projects.
•  Gamified Learning: Hackathons and group activities.
•  Peer Networking: Build professional connections through collaborative learning.

Program Pedagogy: 

• Instructor-led Training: Delivered by top industry experts.  
• Projects and Exercises: Gain real-world experience.  
• Hackathons: Understand real-world project-building techniques.  
• Personalized Learning: Tailored 1:1 mentoring. 
   

About Centre for Training and Employment (CTE):

• CTE is a leading online education provider, and also classroom / offline services partnering with prestigious colleges and industries, consultants.

Mission: Democratizing education with cutting-edge training solutions.

Flexible Fee Structure and Payment Options

• At CTE Academy, we aim to make quality AI education accessible and affordable for everyone.
• Explore our flexible fee categories, scholarships, and EMI options tailored to suit your financial needs.

Placement Sources

1. Premium Job Portals:

•      Naukri, LinkedIn, Glassdoor, Monster, and Indeed for job matching and direct applications.

2. Hiring Companies Requirement List:

•      Regular updates from partnered companies about open roles and skill demands.

     Industry-specific collaborations (e.g., IT, Banking, Healthcare, E-commerce).

3. HR Connections:

•     Build a network of HR professionals for referrals and insights into recruitment trends.

    Conduct periodic meetups and webinars with HR executives.

4. Consultations and Industry Experts:

•     Collaborate with career consultants and market experts to refine placement strategies.

5. Recruitment Agencies:

•     Partnerships with top recruitment agencies for exclusive job openings.

6. Company Tie-Ups:

•      Direct collaborations with companies for hiring events and job drives.

7. Internship Providers:

•      Companies offering internships, leading to pre-placement offers (PPOs).

8. Freelance and Gig Platforms:

•       Platforms like Upwork, Toptal, and Fiverr for freelance and contract-based work opportunities.

9. Networking Events:

•       Job fairs, industry conferences, and alumni networking for connecting with employers.

10. Technology Tools:

•      Use of Applicant Tracking Systems (ATS) and AI-driven tools for job search optimization.

Fee Categories

• Training Only: ₹18,500
• Training and Placement:
  • One Time Payment (OTP) - ₹29,500
  • Total EMI (with HDFC Account Only or any Credit Card as enlisted) - ₹34,656 (EMI starts from ₹1200 per month)
• Book for Offline - Classroom (Hyderabad - Ameerpet and Vijayawada) / Work and Learn:
  • Reserve Seat for ₹3000
  • Fees structure same as Online via LMS

• Pay After Placement:
  • Before Placement: ₹18,500 (EMI available starting from ₹ 955 per month)
  • After Placement: ₹59,500

Scholarship Program

• Who Can Apply: Unemployed and underprivileged candidates
• Scholarship Amount: 10% to 40% off on the One-Time Payment (OTP) fees

Exclusive EMI Plans - CTE Academy via Unacademy (Graphy) Collaboration with HDFC:

• Our flexible EMI options ensure you can focus on learning without financial worries.
• All you need is an HDFC Bank account or any Credit Card as enlisted.
• We now offer special coupons to reduce the overall course fee for candidates opting for EMI plans.
• 3 Months EMI: ₹10,097.00 per Month
• 6 Months EMI: ₹5,419.00 per Month
• 9 Months EMI: ₹3,500.00 per Month
• 12 Months EMI: ₹2,677.00 per Month
• 18 Months EMI: ₹1,854.00 per Month
• 24 Months EMI: ₹1,444.00 per Month

Use the provided coupon codes at checkout to avail of discounts on your EMI fees.
"Education made easy – success made inevitable!"