Data Science & AI

Welcome to Our Data Science & AI Curriculum

Are you ready to elevate your skills in data science and artificial intelligence? Look no further! Our comprehensive curriculum is designed to empower learners of all levels with the knowledge and expertise needed to excel in today’s data-driven world.

Why Choose Us?

  1. Extensive Training Across 4 Modules: From beginners to advanced learners, our curriculum covers all bases. Dive deep into the intricacies of data science and AI with our comprehensive modules.

  2. Real-Life Industry Use Cases: Tired of theoretical exercises? Our curriculum is built around real-life industry use cases, guided by prolific data scientists actively shaping the field. Gain practical experience and insights that set you apart.

  3. Preparation for Cloud Certifications: Stay ahead of the curve with our focus on cloud certifications. Our curriculum prepares you for the most sought-after certifications in the industry, with sponsored exam fees to ease your journey.

  4. Guaranteed Internship Opportunities: Ready to apply your skills in the real world? We offer guaranteed internship opportunities in the industry, allowing you to gain hands-on experience and kickstart your career with confidence.

Explore Our Courses

Module 1

  • Intro to Python
  • Intro to SQL
  • Data Analysis 1
    • Data Wrangling with Python
    • Descriptive Statistics
    • Sampling
    • Hypothesis Testing
  • Data Analysis 2
    • Storytelling through visualization
    • Statistical Modeling
    • Inferential Stats
  • Intro to ML
    • Classical ML
    • Supervised vs Unsupervised Learning
    • Linear Regression
    • Logistic Regression
    • Support Vector Machines
    • Decision Trees
    • Random Forest
    • Unsupervised Learning
    • Clustering Algorithms (K means, KNN etc.)
    • Hierarchical Clustering
    • Evaluating clustering algorithms
    • Dimensionality reduction
  • Deep Learning
    • Artificial Neural Networks

Module 2

  • Computer Vision
    • Image processing
    • Intro to Pytorch
    • CNN
    • Projects
  • Natural Language Processing
    • Text processing
    • Intro to Tensorflow
    • RNNs
    • Attention mechanism
    • Projects
  • Intro to Generative AI
    • Transformers
    • LLMs
    • GANs
    • Projects
  • Deep Reinforcement Learning

Module 3

  • Python (Flask, Django, Tensorflow, Pytorch), Scala
  • Intro to Cloud (AWS, GCP, Azure)
  • Big Data processing using Spark (Scala/Python)
  • Setting up development environment for data science/ML/AI in cloud
  • Deploying ML models in Cloud
  • Serving models using Python (Flask, Django), Tensorflow, Pytorch, HuggingFace etc.
  • Testing and Monitoring ML models
  • Fundamentals of MLOps

Module 4

  • Cloud Certifications

Our Key Offerings

  1. Real world industry projects as capstone projects
  2. Guaranteed internship opportunities
  3. Training and sponsorship for cloud certifications
  4. Be a part of an international community of learners

Enroll Today

Don’t miss out on this opportunity to future-proof your career and become a leader in data science and AI. Take the first step towards success by enrolling in our program today!