fbpx
Gradious Logo
Login

Certification Program in Machine Learning and Generative AI

Key Highlights

  • 24 weeks guided learning program
  • Live classes on weekend
  • Bootcamp to build and deploy 20+ implementations
  • Training driven by Data Scientists from top product companies
  • Based on Practice, Not Theory
  • Workshops every week to ensure continuous learning
  • Project based learning
  • Generative AI + Prompt Engineering included
  • 100% Job Placement Assistance

Program Outline

  • Introduction to Python
  • Data Structures: List, Tuples, Sets, Dictionary Packages & Modules
  • Iterators Generators 
  • Functions & argument variations, decorators
  • Data types and variables
  • Control structures and loops
  • Functions and modules
  • Object-Oriented Programming Concepts
  • Control flows
  • Classes and Objects
  • Exceptions
  • Introduction to SQL and NoSQL databases
  • Schema 
  • Joins 
  • GroupBy 
  • Index 
  • Connecting & Querying with Python
  • Calculus
  • Linear Algebra
  • Probability
  • Statistics
  • Numpy
  • Pandas
  • Matplotlib
  • Selection
  • Extraction
  • Classification
  • Regression Capacity
  • Overfitting
  • Underfitting
  • Hyper parameters
  • Validation sets
  • SVM, K-Nearest, Naive Bayes, Decision Tree, Random Forest
  • Principal Components Analysis
  • K-means clustering, Stochastic Gradient Descent
  • Text Representation
  • Embeddings
  • Feed forward Neural network
  • Optimizers
  • Back Propagation
  • Multi Layer perceptrons
  • Features for Perceptrons
  • PyTorch
  • Tensor
  • Keras
  • Convolutional Neural Networks(CNN)
  • Autoencoders
  • Recurrent Neural Network (RNN)
  • Simple RNN
  • LSTM RNN
  • Attention & Transformers.
  • BERT, GPT, Hugging face
  • Prompt Engineering
  • Langchain
  • RAG
  • Finetuning

Languages and Tool Set covered

Read more

Gradious was founded by industry veterans with decades of experience in product development, consulting, and engineering.

Linkedin Instagram

Quick Links

Contact Details

Sales

Job / HR related queries

Admission

Training Related Queries
(For existing learners)

Address

  • Meet us at Level 1, Lotus Heights, Near Dmart, Kavuri Hills, Madhapur, Hyderabad, Telangana 500033

Copyright © all rights reserved by gradious technologies.