Machine Learning & Deep Learning
The core of every AI career. Build, train, and evaluate powerful ML/DL models that solve real-world problems from scratch.
Who Can Learn
This program is designed for:
Prerequisites
- Proficient in Python (Python for AI & ML mandatory)
- Linear algebra & basic calculus understanding
- Statistics fundamentals (mean, variance, distributions)
- Experience with NumPy & Pandas preferred
Career Paths
Roles you'll be qualified for after completion:
What You'll Achieve
By completing this 12 Weeks program, you'll gain practical, job-ready skills that go beyond theory. Here's what you can expect after graduation:
- Build a portfolio of 10+ hands-on projects demonstrating your Machine Learning & Deep Learning expertise.
- Qualify for 6 in-demand career roles with expected compensation of 7 – 16 LPA.
- Receive a verifiable certificate of completion recognized by hiring partners across India.
- Gain Intermediate-level proficiency through structured, mentor-led training sessions.
- Access lifetime learning materials, recorded sessions, and alumni community support.
Syllabus
10 modules · Structured progression
Supervised, Unsupervised & Reinforcement Learning
Regression, Classification & Clustering Algorithms
Model Evaluation – Metrics, Overfitting, Cross-Validation
Neural Networks – Architecture, Activation, Backpropagation
CNNs – Image Classification & Feature Extraction
RNNs, LSTMs & Transformers – Sequential Data
Transfer Learning with Pre-trained Models (BERT, ResNet)
TensorFlow & PyTorch Framework Mastery
Hyperparameter Tuning & Model Optimization
Capstone: Build & Deploy a Full ML Product
Expected CTC
7 – 16 LPA
Need Help?
Unsure if this program is right for you? Our career counselors can help.
Get Free CounselingBatch Schedules Built for Professionals
Our trainers are working IT professionals — so we schedule around real lives, not the other way around.
India's First Hybrid AI Training — Online Meets In-Person
Train online on weekdays from home. Walk into our center on alternate weekends for hands-on sessions with your trainer. No other institute in India offers this model.
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Everything You Need to Get Hired
From resume building to job referrals — comprehensive career support included with this program.
Resume Preparation
Get a professionally crafted, ATS-optimized AI-focused resume. Our career experts tailor it to highlight your projects, skills, and certifications for top employers.
Mock Interviews
Attend 3 rounds of mock technical + HR interviews with real industry experts. Get personalized feedback, improvement tips, and confidence for actual placement drives.
LinkedIn Profile Optimization
Get your LinkedIn profile reviewed and optimized by our team — headline, about section, skills, and project showcase — so recruiters find YOU first.
GitHub Portfolio Setup
We help you structure and publish all your course projects on GitHub with proper README files, code documentation, and a professional portfolio page recruiters love.
Industry-Recognized Certificate
Receive a verifiable digital certificate from Scope AI Hub upon program completion. Shareable on LinkedIn with a unique credential ID — recognized by top hiring companies.
Placement Assistance & Job Referrals
Access our exclusive hiring partner network spanning 75+ companies. We actively refer eligible graduates to open AI positions and conduct internal placement drives.
1-on-1 Mentor Sessions
Book dedicated sessions with industry mentors who have worked at top AI companies. Get career guidance, code reviews, project mentorship, and real-world advice tailored to you.
Live Industry Expert Webinars
Monthly live sessions by AI practitioners from top companies like Google, Amazon, and leading startups. Get insider knowledge on hiring, trends, and real projects — ask questions live.
Doubt Clearing & Study Groups
Dedicated doubt-clearing sessions every week with instructors. Access exclusive WhatsApp and Discord communities to collaborate with peers across batches.
Study Materials & E-Books
Lifetime access to curated study notes, cheat sheets, recorded sessions, and our exclusive AI E-book library — study at your own pace, anytime, anywhere.
Soft Skills & Communication Workshop
A focused 2-day workshop covering professional communication, presentation skills, and workplace etiquette — skills that matter as much as technical ability in interviews.
Alumni Network Access
Join the Scope AI Hub alumni community with access to job referrals, project collaborations, and networking events. Your batchmates of today become your professional network forever.
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