This intensive 3-month Data Science Training equips participants with the essential skills needed for a successful career in data science. The program is structured to cover foundational concepts, hands-on projects, and advanced techniques, ensuring learners are industry-ready. With 100% placement assistance, we help you secure job opportunities in top companies.
Course Structure
Month 1: Foundations of Data Science
Introduction to Data Science
Overview, career opportunities, and industry demand
Data Science vs. AI vs. Machine Learning vs. Deep Learning
Python for Data Science
Basics of Python, data types, loops, and functions
NumPy, Pandas, Matplotlib, and Seaborn for data manipulation & visualization
Statistics & Probability for Data Science
Descriptive & inferential statistics
Probability distributions, hypothesis testing
Exploratory Data Analysis (EDA)
Data cleaning, handling missing values, and outlier detection
Data visualization techniques for insights
Month 2: Machine Learning & Predictive Modeling
Supervised Learning
Linear & Logistic Regression
Decision Trees, Random Forest, Support Vector Machines
Model evaluation (R², MAE, RMSE, confusion matrix)
Unsupervised Learning
Clustering (K-Means, DBSCAN, Hierarchical)
Dimensionality Reduction (PCA, t-SNE)
Feature Engineering & Model Optimization
Handling categorical & numerical data
Hyperparameter tuning and cross-validation
SQL & Data Manipulation
Writing queries, joins, aggregations, and indexing
CNNs for image classification, RNNs for sequential data
Big Data & Cloud Computing
Introduction to Spark & Hadoop
Deploying ML models on AWS, GCP
End-to-End Data Science Projects
Healthcare, Finance, E-commerce, Social Media Analytics
Capstone project with real datasets
Resume Building & Interview Preparation
Mock interviews, coding tests, and job referrals
Key Features
✔ Hands-on Training with live projects ✔ Expert Mentors from industry-leading companies ✔ Job-Ready Curriculum aligned with industry standards ✔ Mock Interviews & Career Guidance ✔ 100% Placement Assistance with top recruiters
Enroll Now & Transform Your Career with Radical Geeks Technologies! 🚀
