BCA in Data Science at Shri Shankaracharya Professional University - Course, Fees, Admission, Seats, Syllabus

As of my update in April 2023 I don't have specific details regarding the curriculum of Shri Shankaracharya Professional Universitys BCA program in Data Science. Nonetheless I can offer you an overview of key subjects typically included in a Bachelor of Computer Applications (BCA) program with a focus on Data Science. These subjects are foundational in data science programs and can provide you with an idea of what to anticipate. Please keep in mind that for the precise and current information it's advisable to refer to the universitys official curriculum or directly reach out to the university. 1. Introduction to Data Science Overview of Data Science Significance and applications of data science across sectors Data Science lifecycle 2. Programming for Data Science Python Programming; From basics to level R Programming; From basics to advanced level SQL for data manipulation and retrieval 3.. Statistics for Data Science Linear Algebra Calculus Probability and Statistics Discrete Mathematics 4. Data Analysis and Visualization Exploratory Data Analysis (EDA) Techniques and tools for data visualization (utilizing libraries such, as Matplotlib, Seaborn, ggplot2) Data Cleaning and Preprocessing 5. Machine Learning Supervised Learning (Regression, Classification) Unsupervised Learning (Clustering, Dimensionality Reduction) Ensemble Learning techniques Evaluation Metrics 6. In depth Learning Neural Networks CNNs (Convolutional Neural Networks) RNNs (Recurrent Neural Networks) Popular tools, like TensorFlow and Keras