Data Science Course in Hyderabad – Chandra Trainings

Learn Data Science with Python, Machine Learning, and Real-Time Projects

Unlock your career in tech with the best Data Science course in Hyderabad at Chandra Trainings. This comprehensive, hands-on training program is designed for both beginners and professionals, helping you master the tools, techniques, and mindset of a real data scientist.

✅ Why Choose Chandra Trainings for Data Science?

• ✅ Industry-Expert Trainers with Real-Time Project Experience

• ✅ Python-Based Curriculum with ML, SQL, and Visualization Tools

• ✅ 100% Practical Training with Case Studies

• ✅ Resume Building & Interview Preparation

• ✅ Career Guidance & Placement Support

• ✅ Online & Classroom Batches Available

📘 Data Science Course Syllabus

Our data science syllabus is carefully designed to match current industry needs and hiring trends.

🔹 Module 1: Introduction to Data Science

• What is Data Science?

• Role of a Data Scientist

• Applications in Real Life

• Overview of Data Science Tools

🔹 Module 2: Python for Data Science

• Python Basics (Variables, Data Types, Loops, Functions)

• Numpy – Numerical Computation

• Pandas – Data Analysis & DataFrames

• Matplotlib & Seaborn – Data Visualization

• Working with JSON, CSV, Excel Files

🔹 Module 3: Statistics & Probability

• Descriptive Statistics (Mean, Median, Mode, SD)

• Probability Theory & Distributions

• Hypothesis Testing

• Correlation & Covariance

• Inferential Statistics

🔹 Module 4: Data Preprocessing & Cleaning

• Handling Missing Data

• Outlier Detection

• Data Normalization & Scaling

• Feature Encoding (Label, One-Hot)

• Data Transformation Techniques

🔹 Module 5: Exploratory Data Analysis (EDA)

• Univariate, Bivariate, Multivariate Analysis

• Visual EDA using Matplotlib, Seaborn

• Finding Patterns & Insights

🔹 Module 6: Machine Learning (Supervised Learning)

• Introduction to ML Concepts

• Linear Regression, Logistic Regression

• Decision Trees, Random Forest

• K-Nearest Neighbors (KNN)

• Support Vector Machines (SVM)

• Model Evaluation (Confusion Matrix, ROC-AUC, Accuracy)

🔹 Module 7: Machine Learning (Unsupervised Learning)

• Clustering – K-Means, Hierarchical

• Dimensionality Reduction – PCA

• Association Rules – Apriori, Eclat

🔹 Module 8: Time Series Analysis (Optional)

• Date-Time Functions in Python

• Forecasting Models (ARIMA, SARIMA)

• Rolling Mean, Seasonality, Trend Analysis

🔹 Module 9: SQL for Data Science

• Writing Queries, Joins, Group By

• Subqueries, Views, Functions

• Data Extraction & Aggregation

🔹 Module 10: Tools & Projects

• Tools: Jupyter Notebook, Google Colab, GitHub

• Projects:

  • Sales Forecasting

  • Customer Segmentation

  • Fraud Detection

  • Sentiment Analysis using NLP

🔹 Module 11: Capstone Project & Portfolio Building

• End-to-End Real-Time Project

• Deployment (Optional using Streamlit or Flask)

• GitHub Portfolio & Resume Review

🛠️ Tools & Technologies Covered

• Python

• Pandas, NumPy, Scikit-Learn

• Matplotlib, Seaborn

• SQL

• Jupyter Notebook

• Git & GitHub

• Google Colab

🎯 Who Should Join This Data Science Course?

• Freshers and Graduates from Any Background

• Working Professionals from IT, Finance, Healthcare, etc.

• Python Learners Wanting to Move into Data Science

• Engineers, Analysts, and Managers Looking to Upskill

💼 Career Opportunities After This Course

• Data Scientist

• Data Analyst

• Business Analyst

• Machine Learning Engineer

• Research Analyst

• AI/ML Consultant

📍 Course Details – Data Science Training in Hyderabad

• Duration: 10 Weeks (Regular), 6 Weeks (Fast-Track)

• Mode: Classroom & Online Training

• Certificate: Course Completion Certificate Provided

• Placement Support: Yes (Mock Interviews, Resume Help, Job Alerts)