Data Science
Course Code : TCP_DTS
Course Code : TCP_DTS
Overview
Unlock your career in Data Science with TCP India’s industry-ready course in Mehsana. This comprehensive program covers everything from foundational tools to advanced machine learning and career preparation. Gain hands-on experience with real datasets and build a strong portfolio to stand out in the competitive tech landscape.
Our Data Science Course is structured into three phases, starting with programming and EDA, diving into machine learning algorithms, and finishing with a capstone project and career readiness training. Whether you're a student, fresher, or IT professional, this course empowers you with the knowledge and practical skills to become a confident Data Science professional.
Curriculum
- Python For Data Science
- Python Basics (Loops, Functions, OOP)
- NumPy & Pandas (Data Manipulation)
- Matplotlib & Seaborn (Data Visualization)
- Exploratory Data Analysis (EDA)
- Introduction To EDA
- Encoding, Scaling and Data Transformations
- Univariate, Bivariate and Multivariate Analysis
- Missing Values and Outliers Analysis
- Statistics for Data Science
- Probability & Statistics
- Descriptive Statistics
- Inferential Statistics
- Supervised Learning
- Regression (Linear, Logistic)
- Classification (Decision Trees, Random Forest, SVM)
- Model Evaluation (Confusion Matrix, AUC-ROC)
- Unsupervised Learning
- Clustering (K-Means, DBSCAN, Hierarchical)
- Dimensionality Reduction (PCA, LDA)
- End-to-End Data Science Project
- Soft Skill Training
- Communication Skills
- Presentation & Public Speaking
- Teamwork & Leadership
- Problem-Solving & Critical Thinking
- Workplace Etiquette & Professionalism
- Resume Building
- Resume Format & Design
- Writing a Strong Summary
- Showcasing Projects & Experience
- Showcasing Projects & Experience
- Interview Preparation
- Technical Interview Prep
- Behavioural Interview Questions
- Mock Interviews & Feedback
Q1. What are the prerequisites for joining the Data Science Course at TCP India?
You don’t need prior experience in programming or data science. We start from the basics, making this course ideal for beginners, students, and professionals from any domain.
Q2. Will I get hands-on experience with real projects?
Yes. Our course includes an end-to-end capstone project using real-world datasets so you can apply everything you’ve learned.
Q3. What programming language is used in this course?
We focus on Python, the most popular language for data science, along with key libraries like Pandas, NumPy, Matplotlib, and Scikit-learn.
Q4. Does this course include job preparation?
Absolutely. You'll receive career support, including resume building, mock interviews, and soft skill training to help you confidently enter the job market.
Q5. Will I get a certificate after completing the Data Science Course?
Yes, after successful completion, you’ll receive an industry-recognised certificate from TCP India to validate your skills and boost your job prospects.
