Book a Demo Register Now
Data Science with AI/ML | InstaDot Analytics

Master the future of technology with our comprehensive Data Science and Artificial Intelligence program

0
Months Program
0
Hours of Learning
0
Real Projects
0%
Placement Rate

Tools & Frameworks You'll Master

Industry-standard technologies used in real-world data science projects

Python

The primary language for data science and ML

TensorFlow

Google's deep learning framework

AWS SageMaker

Cloud ML platform for model building

SQL

Database querying and management

PyTorch

Facebook's deep learning library

Azure ML

Microsoft's machine learning service

Scikit-learn

ML library for traditional algorithms

Python

The primary language for data science and ML

TensorFlow

Google's deep learning framework

AWS SageMaker

Cloud ML platform for model building

Tableau

Data visualization and business intelligence

Google Colab

Cloud-based Jupyter notebook environment

Jupyter

Interactive computing environment

Docker

Containerization for ML deployment

Apache Spark

Big data processing framework

Git

Version control for collaborative projects

Kubernetes

Container orchestration for ML workloads

Tableau

Data visualization and business intelligence

Google Colab

Cloud-based Jupyter notebook environment

Jupyter

Interactive computing environment

Course Overview

Transform Your Career with Data Science & AI

Our Data Science with AI/ML program is designed to transform beginners into industry-ready data scientists. This comprehensive course covers everything from Python programming to advanced machine learning algorithms and deep learning.

You'll learn to build predictive models, work with big data, create AI-powered applications, and deploy machine learning models in production environments.

Live Interactive Sessions
Industry Projects
1:1 Mentorship
Placement Assistance
Data Science Course Overview

Curriculum

Comprehensive learning path designed by industry experts

Python Programming

  • Python Basics & OOP
  • NumPy for Numerical Computing
  • Pandas for Data Manipulation
  • Data Visualization with Matplotlib
  • Advanced Python Concepts

Statistics & Mathematics

  • Descriptive & Inferential Stats
  • Probability Distributions
  • Linear Algebra for ML
  • Calculus for Optimization
  • Hypothesis Testing

Data Analysis & Visualization

  • Exploratory Data Analysis
  • Advanced Pandas Techniques
  • Seaborn & Plotly
  • Interactive Dashboards
  • Statistical Analysis

Machine Learning

  • Regression Algorithms
  • Classification Models
  • Clustering Techniques
  • Model Evaluation & Tuning
  • Ensemble Methods

Deep Learning

  • Neural Networks Fundamentals
  • Convolutional Neural Networks
  • Recurrent Neural Networks
  • Transfer Learning
  • GANs and Autoencoders

Natural Language Processing

  • Text Processing & Cleaning
  • Sentiment Analysis
  • Named Entity Recognition
  • Transformer Models
  • Chatbot Development

Big Data & Cloud

  • Apache Spark
  • Hadoop Ecosystem
  • AWS/Azure for Data Science
  • Data Pipelines
  • MLOps Fundamentals

Capstone Projects

  • End-to-end ML Project
  • Real-time Prediction System
  • Computer Vision Application
  • Recommendation Engine
  • Portfolio Development

Career Outcomes

Roles you'll be prepared for after completing this course

Data Scientist

Build predictive models and extract insights from complex datasets

AI/ML Engineer

Develop and deploy machine learning models in production

Data Analyst

Analyze business data and create actionable insights

Deep Learning Specialist

Work on neural networks and complex AI models

Meet Your Instructors

Learn from industry experts with real-world experience

Dr. Rajesh Kumar

Dr. Rajesh Kumar

Lead Data Scientist

Former Google Data Scientist with 10+ years experience in ML and AI research

12+
Years Exp
50+
Projects
Priya Sharma

Priya Sharma

AI Research Head

Ex-Microsoft AI researcher with expertise in deep learning and NLP

8+
Years Exp
30+
Publications

Start Your Data Science Journey Today

Fill out the form below and our admissions team will contact you within 24 hours