Data Science Program
Master the field that’s transforming industries worldwide. This course introduces learners to the core concepts of data-driven decision-making, with a focus on solving real-world problems through structured learning. With data roles in high demand across sectors, this program prepares you for a future-proof career in analytics and beyond.
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Course Overview
Schedule of Classes
Start Date & End Date
Aug 01 2025 - Apr 15 2026
Course Curriculum
1 Subject
Data Science Program August 2025 Batch
74 Learning Materials
PrepFree & Resume Submissions
PrepFree
Resume Submission Link
Class Agenda / Schedules
Agenda / Schedules - Data Science August 2025 Batch
Class Materials
Matplotlib-and-Seaborn Crafting Visualizations for Data Exploration
Control Flow and File Handling Extracting and Cleaning CSV Data
DSAI Landscape Workflows and Case Studies
Pandas for Data Wrangling A Sales Dataset Analysis
Set up Python Mini Project Calculator
Sales Dataset.CSV
Sales Dataset_XLSX
Messy Customer Dataset
Descriptive Statistics Hands On Customer Dataset Analysis
Probability and Hypothesis Testing
Feature Engineering and Scaling Crafting Your Data for Machine Learning
Customer Dataset
NumPy Dataset
Time-Series-Forecasting-for-Sales-Trends
multi_store_monthly_sales
AutoML-and-Cloud-AI-Model-Building-with-Vertex-AI
Clustering-for-Customer-Segmentation
customer_segmentation_clustering
An-Introduction-to-Machine-Learning-A-Taxonomic-Approach
Classification-for-Credit-Risk-A-Loan-Approval-Mini-Project
Ensemble-Learning-for-Stock-Price-Prediction
From-Notebook-to-Endpoint-Deploying-Your-ML-Model-with-Colab
loan_approval_dataset
Loan-Approval-Prediction-A-Classification-Mini-Project
Model-Evaluation-and-Cross-Validation
NumPy-for-Numerical-Operations
Regression-Models-for-House-Price-Prediction
retail_dataset.
The-End-to-End-Machine-Learning-Pipeline
Weekend-Project-Deploy-ML-Model-to-Colab-Endpoint
Processing-Large-Datasets-with-PySpark.
AI-for-DS-Automation-Accelerating-Predictive-Healthcare-with-AutoML.
ANN-Fundamentals-The-Mathematical-Core-of-Deep-Learning
Building-Your-Data-Science-Brand-Resume-LinkedIn-and-Portfolio.
Computer-Vision-with-CNNs-From-Pixels-to-Perceptions
E-commerce-Bot-Development-GPT-LangChain-and-RAG-Architecture
NLP-and-Sentiment-Analysis-Turning-Unstructured-Text-into-Actionable-Data
Week 1: Intro to Data Science & Python
The DS/AI Landscape
Python Setup
Control Flow & File Handling
NumPy for Numerical Ops
Pandas for Data Wrangling
Weekend Project: Exploratory Data Analysis (EDA) Report
DSAI Landscape Workflows and Case Studies
Set up Python Mini Project Calculator
Week 2: Visualization & Statistics
Matplotlib/Seaborn Basics
Descriptive Statistics
Probability & Hypothesis Testing
Feature Engineering & Scaling
Intro to ML Taxonomy
Week 3: Supervised Learning
Regression
Classification
Model Evaluation & Cross-Validation
Ensemble Learning
End-to-End Model Pipeline
Weekend Project: Deploy ML Model to Colab Endpoint
Week 4: Unsupervised Learning & AI Tools
Clustering
Dimensionality Reduction
AutoML & Cloud AI
Time-Series Forecasting
Big Data Intro
Weekend Project: AI-Powered Analytics Dashboard
Week 5: Deep Learning & NLP
Neural-net basics
CNNs for Image Classification
NLP Fundamentals
Chatbot dev with GPT (LangChain)
AI for DS Automation
Weekend Project: End-to-End AI Pipeline Deployment
Major Project
Major Project Instructions
Major Project
Major Project Submission Link
Course Instructor
Unlox Team
230 Courses • 13593 Students
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