About this Professional Diploma
Data science is one of the hottest professions of the decade, and the demand for data scientists who can analyze data and communicate results to inform data-driven decisions has never been greater. This Professional Certificate will help anyone interested in pursuing a career in data science or machine learning develop career-relevant skills.
When you subscribed to this programme, you will get
Module 1: What is Data Science?
(Defining Data Science and What Data Scientists Do, Data Science Topics, Data Science in Business)
Module 2: Tools for Data Science
(Data Scientist's Toolkit, Open Source Tools, IBM Tools for Data Science, Final Assignment: Create and Share Your Jupyter Notebook)
Module 3: Data Science Methodology
(From Problem to Approach and From Requirements to Collection, From Understanding to Preparation and From Modeling to Evaluation, From Deployment to Feedback)
Module 4: Python for Data Science, AI & Development
(Python Basics, Python Data Structures, Python Programming Fundamentals, Working with Data in Python, APIs, and Data Collection)
Module 5: Python Project for Data Science
(Crowdsourcing Short squeeze Dashboard)
Module 6: Databases and SQL for Data Science with Python
(Getting Started with SQL, Introduction to Relational Databases and Tables, Intermediate SQL, Accessing Databases using Python, Course Assignment, Bonus Module: Advanced SQL for Data Engineering (Honors))
Module 7: Data Analysis with Python
(Importing Datasets, Data Wrangling, Exploratory Data Analysis, Model Development, Model Evaluation, Final Assignment)
Module 8: Data Visualization with Python
(Introduction to Data Visualization Tools, Basic and Specialized Visualization Tools, Advanced Visualizations and Geospatial Data, Creating Dashboards with Plotly and Dash, Final Project and Exam)
Module 9: Machine Learning with Python
(Introduction to Machine Learning, Regression, Classification, Clustering, Recommender Systems, Final Project)
Module 10: Applied Data Science Capstone
(Introduction, Exploratory Data Analysis (EDA), Interactive Visual Analytics and Dashboard, Predictive Analysis (Classification)
Why Enroll for Data Science?
median entry-level salary¹
¹Burning Glass Labor Insight Report data (median with 0-2 years experience), United States, 4/1/21-3/31/22.
in-demand job openings in data science¹
Upon successful completion of Data Science, participants will be awarded a verified
i) Professional Diploma in Data Science by Mantissa College Career Academy
ii) Digital certificate by IBM