Data Science Training

Start your journey into data science with strong fundamentals and practical exposure. Learn Python, NumPy, pandas, data preprocessing, visualization, statistics basics, machine learning concepts, and model building approaches that prepare students for entry-level data science and AI careers.

Duration

60 Days

Learning mode

Online / Offline

Level

Beginner to Advanced

Who can join?

Graduates, Python Learners, Analysts, Aspiring Data Scientists

Course highlights

• Python for Data Science: NumPy, pandas, and matplotlib
• Statistics fundamentals: mean, median, mode, standard deviation, and distributions
• Data preprocessing: handling missing values, encoding, and scaling
• Exploratory Data Analysis (EDA) techniques
• Machine Learning: supervised and unsupervised algorithms
• Model building: linear regression, decision trees, and random forests
• Model evaluation: accuracy, precision, recall, and confusion matrix
• End-to-end data science project with real datasets

Syllabus

• Introduction to Data Science
• Python Refresher for Data Science
• NumPy: Arrays and Operations
• pandas: DataFrames and Data Manipulation
• Data Visualization with matplotlib and seaborn
• Statistics Fundamentals
• Probability and Distributions
• Data Preprocessing and Feature Engineering
• Exploratory Data Analysis (EDA)
• Introduction to Machine Learning
• Linear Regression and Logistic Regression
• Decision Trees and Random Forests
• K-Nearest Neighbors and Naive Bayes
• Clustering: K-Means and Hierarchical
• Model Evaluation and Validation
• Introduction to Deep Learning Concepts
• Real-Time Project and Interview Preparation

Where can I learn?

Classroom learning in Mudichur / Tambaram, Chennai. Contact our learning team to confirm the available batch and online learning options.

Ask about fees, schedules and enrolment · Learning options across Tamil Nadu