Certified Data Scientist Program

About the course

This extensive Certified Data Scientist Program is designed for beginners providing an allinclusive learning experience that covers essential topics like Python programming data manipulation exploratory data analysis EDA and basics of machine learning Participants get a chance to work with raw datasets handle missing values and organize the data for further analysis They8217ll use statistical techniques explore data to find patterns trends and correlations and apply machine learning algorithms to build train and evaluate predictive and classification models The course offers proficiency in Python and its libraries like Pandas NumPy Matplotlib and Scikitlearn for data handling and modeling as well as SQL for effective data querying Participants will also learn to visualize data and create clear charts dashboards and reports to communicate their insights Moreover they will learn to interpret results and translate their analytical findings into actionable business recommendations Advanced topics covered in the course include feature engineering deep learning basics and model deployment using tools like TensorFlow or PyTorch A special focus is also given to ethical and responsible data practices to ensure data privacy fairness and transparency in analytics and AI use The course culminates in a Capstone Project where learners get to apply their skills to solve realworld problems providing them with valuable handson experience With recommended readings industry case studies and comprehensive learning materials participants will be prepared for diverse career opportunities in machine learning engineering data science and research The prerequisite for this 24week course includes basic Excel SQL and Python skills making it easily accessible to anyone interested in the field of data science