Data Science & AI Path

Master data analysis, machine learning, and artificial intelligence to build intelligent systems and extract insights from data

6 Months Program
Intermediate Level
AI Specialization

Data Fundamentals

Month 1-2: Data Analysis & Visualization

Python for Data Science

  • Python Programming
  • NumPy & Pandas
  • Data Wrangling
  • Statistical Analysis

Data Visualization

  • Matplotlib & Seaborn
  • Plotly & Interactive Charts
  • Tableau Basics
  • Storytelling with Data

Projects You'll Build

Exploratory Data Analysis Project
Interactive Dashboard
Data Cleaning Pipeline

Machine Learning

Month 3-4: Predictive Modeling

ML Algorithms

  • Regression & Classification
  • Clustering Algorithms
  • Decision Trees & Random Forest
  • Model Evaluation

Advanced ML

  • Feature Engineering
  • Hyperparameter Tuning
  • Ensemble Methods
  • ML Pipeline Creation

Projects You'll Build

Customer Churn Prediction
House Price Prediction Model
Recommendation System

Deep Learning & AI

Month 5: Neural Networks & AI

Neural Networks

  • TensorFlow & Keras
  • PyTorch Fundamentals
  • CNN Architectures
  • RNN & LSTM Networks

AI Applications

  • Computer Vision
  • Natural Language Processing
  • Generative AI
  • Transfer Learning

Projects You'll Build

Image Classification System
Sentiment Analysis Tool
Text Generation Model

Career Preparation

Month 6: Portfolio & Job Ready

Portfolio Development

  • Capstone Project
  • GitHub Portfolio
  • Project Documentation
  • Model Deployment

Career Skills

  • Data Science Interviews
  • Technical Case Studies
  • Business Communication
  • Industry Best Practices

Final Capstone Project

End-to-End AI Solution

What You'll Achieve

Data Mastery

Complete understanding of data analysis, visualization, and machine learning pipelines

AI Expertise

Hands-on experience with neural networks, deep learning, and AI applications

Career Ready

Job-ready skills for Data Scientist, ML Engineer, and AI Specialist roles

Start Your AI Journey

Join Jalenthra's comprehensive Data Science & AI program and become an industry-ready AI professional