Why Learn Data Science?

Data Science Course in Bangalore finds applications in a wide range of industries, including finance, healthcare, marketing, e-commerce, manufacturing, and more. It enables organizations to make data-driven decisions, uncover hidden patterns, predict future trends, optimize processes, and gain competitive advantages.

Best Data Science Training in Bangalore. Learn data science and get exciting jobs in this field. Become a data scientist, engineer, or an analyst. This course is designed for both students with and without experience in Enroll with us for Data Science.

Master Data Science with Expert Training in Bangalore

Take your career to new heights with our Data Science course in Bangalore provides in-depth learning on key topics like machine learning, artificial intelligence, big data analytics, data visualization, and more. This course is designed for both beginners and professionals who want to enhance their skills in data analysis and problem-solving. By understanding how to process, analyze, and interpret data, you’ll be ready to tackle real-world challenges and make informed decisions.

With practical, hands-on training and real-life projects, you’ll gain experience using the latest tools and technologies in the field. Our experienced instructors will guide you through every step, offering personalized support to help you succeed. This Data Science course in Bangalore ensures you learn how to apply your knowledge in various industries, increasing your career opportunities. Don’t miss out—enroll today and start your journey toward becoming a skilled data science expert!

Transform Your Career with the Best Data Science course in Bangalore

Take your career to the next level with the best Data Science Course in Bangalore. This course is designed to help you master the essential skills of data science, from analyzing data to building machine learning models. You’ll learn how to use powerful tools like Python and R, explore key concepts such as data cleaning and data visualization, and work on real-world projects that give you practical experience. Whether you’re starting fresh or looking to upgrade your skills, this course will set you up for success in the data-driven world.

The Data Science Course in Bangalore is perfect for anyone looking to enter the world of data science or advance their career. With expert instructors guiding you through every step, you’ll gain in-depth knowledge and hands-on experience. You’ll learn how to use data to make smarter decisions, a skill that is in high demand across all industries. Start your journey today and open up exciting career opportunities in the rapidly growing field of data science.

Data Science Course Curriculum

Duration : 30 Hours

Module 1: Introduction to Data Science (3 hours)

• Overview of Data Science and its applications
• Introduction to the Data Science workflow
• Understanding the role of a Data Scientist
• Key skills and tools for Data Science

Module 2: Python for Data Science (4 hours)

• Introduction to Python programming
• Basic data structures in Python (lists, tuples, dictionaries, sets)
• Functions, loops, and conditionals in Python
• Working with libraries like NumPy, Pandas, and Matplotlib
• Introduction to Jupyter notebooks for data science

Module 3: Data Collection and Preprocessing (4 hours)

• Understanding different data formats (CSV, Excel, JSON, SQL databases)
• Importing and exporting data with Python
• Data cleaning techniques (handling missing values, duplicates, and outliers)
• Data transformation (scaling, normalization, and encoding categorical variables)
• Exploratory Data Analysis (EDA) using Pandas and Matplotlib

Module 4: Data Visualization (3 hours)

• Introduction to data visualization concepts
• Visualizing data with Matplotlib and Seaborn
• Plot types (histograms, bar charts, scatter plots, box plots)
• Advanced visualization techniques with Seaborn
• Understanding how to present data visually for insights

Module 5: Introduction to Statistics for Data Science (3 hours)

• Basic statistical concepts (mean, median, mode, variance, standard deviation)
• Probability theory and distributions (normal, binomial, Poisson)
• Hypothesis testing and p-values
• Correlation and causation

Module 6: Machine Learning Fundamentals (5 hours)

• Introduction to machine learning and its types (supervised vs unsupervised learning)
• Overview of regression and classification problems
• Introduction to Scikit-Learn and its functions
• Hands-on practice: Building a simple linear regression model
• Introduction to classification algorithms (Logistic Regression, KNN)

Module 7: Advanced Machine Learning (5 hours)

• Decision Trees and Random Forests
• Support Vector Machines (SVM)
• K-Means Clustering (Unsupervised learning)
• Model evaluation (Accuracy, Precision, Recall, F1 Score, Cross-validation)
• Overfitting and Underfitting concepts

Module 8: Deep Learning Basics (3 hours)

• Introduction to Neural Networks and Deep Learning
• Understanding the architecture of a neural network
• Basic concepts of forward and backward propagation
• Overview of popular frameworks: TensorFlow and Keras
• Hands-on: Creating a simple neural network for classification

Module 9: Real-World Project (4 hours)

• Apply the concepts learned in a hands-on data science project
• Data collection, preprocessing, and exploration
• Building and evaluating machine learning models
• Presenting findings and insights with visualizations
• Discussing results and recommendations

Final Assessment and Certification (1 hour)

• Review of key concepts learned during the course
• Final Q&A session and feedback
• Certification of completion

Explore Our Comprehensive Training Programs

• Data Science
• Data Analytics
• Business Analytics
• Python
• Power BI
• Tableau
• SQL

Empower Your Career in DATA SCIENCE

Master Data Science with Expert Guidance

Learn data science step by step with our Data Science Course in Bangalore! Get practical experience with real projects and learn skills like data analysis, machine learning, and AI. Our expert trainers will guide you throughout the course to make learning simple and effective. Whether you’re starting fresh or building your career, this course will help you succeed in the exciting field of data science. We’re here to help! Reach out to us for any queries, course details, or assistance.

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