Complete Data Science DS Programming Specialization ML Specialization ML Ops Specialization Deep Learning Specialization Generative AI Specialization Forecasting Specialization Industry Projects Specialization Supplementary Courses

The Complete Data Science Pathway

A Structured Roadmap of Courses to go from Beginner to Data Science Expert.
Become Fundamentally Strong in ML and Build Industrial DS Projects.
Includes EVERYTHING.

Plans & Pricing

See INR Pricing

Steps to Machine Learning Expert

Step 1

Data Science Programming Specialization

Learn complete programming skills for Data Science and practice real use cases.

Course Image

Foundations of Data Science: The Big Picture

Course Image

Core Python Programming

Course Image

Numpy for Data Science

Course Image

Pandas for Data Science

Course Image

SQL for Data Science - Level I (Basics)

Course Image

SQL for Data Science - Level II (Intermediate)

Course Image

SQL for Data Science - Level III (Advanced)

Course Image

SQL for Data Science - Window Functions

Step 2

Machine Learning Specialization

Master complete machine learning concepts, algorithms and applications.

Course Image

Linear Algebra for Machine Learning

Course Image

Actively Updating

Statistics for Data Science

Course Image

Data Pre-processing and EDA

Course Image

Linear Regression and Regularisation

Course Image

Classification:Logistic Regression

Course Image

Imbalanced Classification

Course Image

Supervised ML Algorithms

Course Image

Ensemble Learning

Course Image

Fixed and mixed effects modeling

Course Image

Recommendation Systems - Deep Dive

Explaining ML Models: Deep Dive

Step 3

ML Ops Specialization

Learn how to deploy models into actual applications and build your own AI product.

Course Image

ML Deployment in AWS EC2

Course Image

Deploy ML Models in AWS Lambda

Course Image

Deploy ML Models in AWS Sagemaker

Course Image

PySpark for Data Science - I: Fundamentals

Course Image

PySpark for Data Science - II: Statistics for Big Data

Course Image

PySpark for Data Science - III: Data Cleaning and Analysis

Course Image

PySpark for Data Science - IV: Machine Learning

Course Image

PySpark for Data Science - V: ML Pipelines

Course Image

MLFlow in Action: Hands on guide to ML experiments

Step 4

Time Series Forecasting Specialization

Become the expert in all time series models and solve real forecasting projects.

Course Image

Introduction to Time Series Analysis

Course Image

Time Series Analysis - I (Beginners)

Course Image

Time Series Analysis - II (Intermediate)

Course Image

Time Series Forecasting Part 1 - Statistical Models

Course Image

Time Series Forecasting Part 2 - ARIMA Modeling and Tests

Course Image

Time Series Forecasting Part 3 - Vector Auto Regression

Course Image

Time Series Forecasting III - Singular Spectrum Analysis (SSA)

Course Image

Feature Engineering for Time Series Projects - I

Course Image

Feature Engineering for Time Series Projects - II

Step 5

Industry Projects Specialization

Solve industry projects with real data and complexities, just like on-the-job Data Scientist.

Course Image

Estimating Customer Lifetime Value for Business

Course Image

Microsoft Malware Detection Project

Course Image

Credit Card Fraud Detection

Course Image

Restaurant Visitor Forecasting

Course Image

Optimizing Marketing Budget Spend with Market Mix Modelling

Course Image

Predict Rating given Amazon Product Reviews using NLP

Course Image

Uplift modeling: Estimating incremental impact of marketing campaigns

Course Image

Uplift modeling Part 2: Modeling Strategies

Course Image

Survival Analysis Part 1: Predicting Time to Event in real world applications

Survival Analysis Part 2: Predicting Time to Event for lungs cancer patients

Attribution Models in Marketing

Dynamic Pricing Using Multi Armed Bandit (Reinforcement Learning)

Reinforcement learning for Online Ad Serving with Multi Armed Bandits

Portfolio Optimization of volatile assets Efficient Frontier Python

Conjoint Analysis - Project Deep Dive

Step 6

Deep Learning Specialization

Master new age computer vision and natural language processing and build your own applications.

Course Image

Foundations of Deep Learning in Python

Course Image

Foundations of Deep Learning Part-2

Course Image

Applied Deep Learning with PyTorch

Course Image

Detecting Defects in Steel Sheets with ComputerVision

Course Image

Project Text Generation using Language Models with LSTM

Course Image

Project Classifying Sentiment of Reviews using BERT NLP

Step 7

Generative AI Specialization

Learn the art of creating AI models that generate content, including text, images, and music, by diving deep into neural networks, transformers, and cutting-edge generative algorithms.

Course Image

Actively Updating

Mastering LangChain: Part 1

Step 8

Supplementary Courses

Learn how to make the data ready for ML model building and drive actionable business insights from the data using extensive EDA.

Course Image

Spacy for NLP

Course Image

Base R Programming

Course Image

Dplyr for data wrangling

Course Image

Wrangling data with Data Table

Course Image

GGPlot2 visualization for data analysis

Course Image

Statistical Foundations for ML in R

Course Image

Regression Model in R

Course Image

Caret package in R

Kick-Start your Data Science Career today with
Machine Learning Plus

See Our Plans

Launch your Graphy

100K+ creators trust Graphy to teach online

𝕏

Complete Data Science Pathway by ML+ 2024 Privacy policy Terms of use Contact us Refund policy