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Computing for Data Analysis (edX)

A hands-on introduction to basic programming principles and practice relevant to modern data analysis, data mining, and machine learning. The modern data analysis pipeline involves collection, preprocessing, storage, analysis, and interactive visualization of data. In the course, you’ll see how computing and mathematics come together. [...]

Python Power Up: Coding Foundations for Data Wizards (edX)

Self Paced
Python Power Up: Coding Foundations for Data Wizards (edX)
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Begin your data science adventure by mastering Python programming fundamentals, data structures, and basic algorithms. Learn in an interactive environment with hands-on exercises.

Machine Learning with Python: from Linear Models to Deep Learning (edX)

May 27th 2024
Machine Learning with Python: from Linear Models to Deep Learning (edX)
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An in-depth introduction to the field of machine learning, from linear models to deep learning and reinforcement learning, through hands-on Python projects. Machine learning methods are commonly used across engineering and sciences, from computer systems to physics. Moreover, commercial sites such as search engines, recommender systems (e.g., Netflix, Amazon), [...]

Leveraging Gen AI for Code Generation: An Introduction (Coursera)

This course comprises three videos, each offering a unique perspective on the use of Generative AI (Gen AI) in software development, specifically in code generation. It's important to note that there are no hands-on practices or assessments in this course.

Regression Modeling in Practice (Coursera)

This course focuses on one of the most important tools in your data analysis arsenal: regression analysis. Using either SAS or Python, you will begin with linear regression and then learn how to adapt when two variables do not present a clear linear relationship. You will examine multiple predictors [...]

Python Project for Data Science (Coursera)

Mar 28th 2024
Python Project for Data Science (Coursera)
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This mini-course is intended to for you to demonstrate foundational Python skills for working with data. The completion of this course involves working on a hands-on project where you will develop a simple dashboard using Python. This course is part of the IBM Data Science Professional Certificate and the [...]

Hypothesis Testing with Python and Excel (Coursera)

In today's job market, leaders need to understand the fundamentals of data to be competitive. An essential procedure to understand business and analytics is hypothesis testing. This short course, designed by Tufts University expert faculty, will teach the fundamentals of hypothesis testing of a population mean and a population [...]

Introduction to Generative AI (Coursera)

This introductory course is designed for beginners with no prior knowledge of generative AI. You will start by gaining a high-level understanding of what generative AI is and how it works. Through interactive lessons and hands-on examples, you will learn fundamental skills like providing effective prompts and iteratively improving [...]

Regression & Forecasting for Data Scientists using Python (Coursera)

Mar 25th 2024
Regression & Forecasting for Data Scientists using Python (Coursera)
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This course provides comprehensive training in regression analysis and forecasting techniques for data science, emphasizing Python programming. You will master time-series analysis, forecasting, linear regression, and data preprocessing, enabling you to make data-driven decisions across industries.

Dive Deep into Python (Coursera)

Mar 25th 2024
Dive Deep into Python (Coursera)
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Embark on an immersive exploration of the Python programming realm with the "Dive Deep into Python" course. Designed meticulously, this program will pave the way from a foundational understanding of Python to its intricate nuances, ensuring you acquire a robust skill set, fit for contemporary software [...]