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Our Courses
CNNs with TensorFlow: Basics of Machine Learning
In this 90-min long project-based course you will learn how to use Tensorflow to construct neural network models. Specifically, we will design, execute, and evaluate a neural network model to help a retail company with their marketing campaign by classifying images of clothing items into 10 different categories. Throughout this course, you will learn how to use Tensorflow to build and analyze neural neural networks that can perform multi-label classification for applications in image recognition.
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Course by
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Self Paced
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3 hours
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English
Social Media Marketing in Practice
Welcome to the Digital Marketing Institute, the global standard in Digital Marketing certification. Over 4.6 billion people globally are using social media in 2022. This explosive growth, coupled with the speed of innovation and adoption of mobile technologies, has fundamentally reset consumer expectations, changed how consumers make purchase decisions, and transformed how businesses must operate to support their customers. This Specialization is for those hoping to launch a career as a digital marketing generalist or a social media specialist.
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Course by
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Self Paced
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English
Simulation of Covid-19 Testing Process Using R Simmer
Welcome to "Simulation of Covid-19 Testing Process Using R Simmer". This is a project-based course which should take under 2 hours to finish. Before diving into the project, please take a look at the course objectives and structure. By the end of this project, learn gain introductiory knowledge of Discrete Event Simulation, use R Studio and Simmer library, create statistical variables required for simulation, define process trajectory, define and assign resources, define arrivals (eg.
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Course by
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Self Paced
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3 hours
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English
Expressway to Data Science: R Programming and Tidyverse
R is one of the most popular languages used in the data science community and essential for any aspiring data scientist. This specialization will teach you how to do data science in R whether you are a beginning or a seasoned programmer. You will begin this three-course specialization by reviewing the fundamentals of programming in R and the importance of creating reproducible research.
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Course by
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Self Paced
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English
Deep Learning with PyTorch : Image Segmentation
In this 2-hour project-based course, you will be able to : - Understand the Segmentation Dataset and you will write a custom dataset class for Image-mask dataset. Additionally, you will apply segmentation augmentation to augment images as well as its masks. For image-mask augmentation you will use albumentation library. You will plot the image-Mask pair. - Load a pretrained state of the art convolutional neural network for segmentation problem(for e.g, Unet) using segmentation model pytorch library.
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Course by
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Self Paced
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3 hours
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English
Django for Everybody
This specialization introduces Python programmers to building websites using the Django library. Across the four courses, you will learn HTML, CSS, SQL, Django, JavaScript, jQuery, and JSON Web Services. During the course, you will build online websites using Django and those working websites are graded throughout the course. This series is excellent preparation for learning other ways to build web applications using technologies like PHP (Web Applications for Everybody), Flask or Ruby on Rails.
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Course by
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Self Paced
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English
Marketing Design with Easil
Easil is a free, user-friendly platform which allows you to create informative and eye catching designs to market your products, events, or services. Known for their “drag-and-drop” features, Easil gives you the ability to truly customize each of your ads to meet your marketing needs. Easil has a library of free templates available to use, which makes creating ads and marketing campaigns a breeze. With social media’s heavy influence and presence in today’s society, it is important to create a strong social media presence when advertising your company.
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Course by
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Self Paced
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2 hours
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English
Building Deep Learning Models with TensorFlow
The majority of data in the world is unlabeled and unstructured. Shallow neural networks cannot easily capture relevant structure in, for instance, images, sound, and textual data. Deep networks are capable of discovering hidden structures within this type of data. In this course you’ll use TensorFlow library to apply deep learning to different data types in order to solve real world problems.
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Course by
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Self Paced
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7 hours
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English
Anatomy of the Chest, Neck, Abdomen, and Pelvis
WARNING: THESE VIDEOS CONTAIN IMAGES OF HUMAN DISSECTION. MAY BE DISTURBING TO SOME. Human structure is important to all of us as it has been for millennia. Artists, teachers, health care providers, scientists and most children try to understand the human form from stick figure drawings to electron microscopy.
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Course by
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Self Paced
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16 hours
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English
Getting Started With Game Development Using PyGame
In this 1-hour long project-based course, you will learn how to create a basic single-player Pong replica using the PyGame library for Python, creating a welcome screen, a game that responds to user input to move the paddle, scoring, and a game over screen with user options.
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Course by
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Self Paced
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3 hours
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English
Data Visualization using Plotnine and ggplot
Welcome to this 1.5 hour long guided project on Data Visualization using Plotnine and ggplot. Plotnine library is a powerful python visualization library based on R's ggplot2 package and a great package to make professional plots. It has the grammar of graphics from ggplot and is used to add layers that control geometries, facets, themes and many constructs. In this project you will learn how to create beautiful visualizations using plotnine and gglot constructs. This guided project is for anyone who wants to learn data visualization or already in the data science field.
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Course by
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Self Paced
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3 hours
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English
Learning SAS: Creating Formats and Labels
In this 1.03-hour long project-based course, you will learn to add LABELS to variables, use FORMATS to enhance outputs, regroup values using FORMATS, discover more on FORMAT RANGES and store your FORMATS in a FORMAT LIBRARY.
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Course by
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Self Paced
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3 hours
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English
Snake game in Python: use Pygame to build your game
In this 1-hour long project-based course, you will be able to create the famous snake game using Python and Pygame modules, also you will be able to identify most of the objects and functions in the pygame library that will help you to build your own game projects.
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Course by
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Self Paced
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3 hours
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English
Women Making History: Ten Objects, Many Stories
Learn how American women created, confronted, and embraced change in the 20th century while exploring ten objects from Radcliffe’s Schlesinger Library.
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Course by
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Self Paced
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8
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English
TensorFlow 2 for Deep Learning
This Specialization is intended for machine learning researchers and practitioners who are seeking to develop practical skills in the popular deep learning framework TensorFlow. The first course of this Specialization will guide you through the fundamental concepts required to successfully build, train, evaluate and make predictions from deep learning models, validating your models and including regularisation, implementing callbacks, and saving and loading models. The second course will deepen your knowledge and skills with TensorFlow, in order to develop fully customised deep learning mode
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Course by
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Self Paced
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English
Create Interactive Dashboards with Streamlit and Python
Welcome to this hands-on project on building your first interactive, data dashboard with the Streamlit library in Python. By the end of this project, you are going to be comfortable with using Python and Streamlit to build beautiful and interactive dashboards and web apps, all with zero web development experience!
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Course by
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Self Paced
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3 hours
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English
Mining Quality Prediction Using Machine & Deep Learning
In this 1.5-hour long project-based course, you will be able to: - Understand the theory and intuition behind Simple and Multiple Linear Regression. - Import Key python libraries, datasets and perform data visualization - Perform exploratory data analysis and standardize the training and testing data. - Train and Evaluate different regression models using Sci-kit Learn library. - Build and train an Artificial Neural Network to perform regression. - Understand the difference between various regression models KPIs such as MSE, RMSE, MAE, R2, and adjusted R2. - Assess the performance of regressio
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Course by
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Self Paced
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2 hours
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English
Data Science for Construction, Architecture and Engineering
This course introduces data science skills targeting applications in the design, construction, and operations of buildings. You will learn practical coding within this context with an emphasis on basic Python programming and the Pandas library.
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Course by
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5
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English
Deep Learning Fundamentals with Keras
New to deep learning? Start with this course, that will not only introduce you to the field of deep learning but give you the opportunity to build your first deep learning model using thepopular Keras library.
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Course by
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30
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English
Analyzing Data with Python
In this course, you will learn how to analyze data in Python using multi-dimensional arrays in numpy, manipulate DataFrames in pandas, use SciPy library of mathematical routines, and perform machine learning using scikit-learn!
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Course by
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15
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English
Public Library Marketing and Public Relations
Learn how to develop effective marketing and PR strategies to help share your library’s programs, services, and value with the broader community.
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Course by
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Self Paced
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English
Strategic Planning for Public Libraries
Learn how to develop, implement, and adapt a strategic plan to fit the needs of your library.
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Course by
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Self Paced
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English
Infrastructure Management for Public Libraries
Learn how library managers and directors make key operational decisions regarding maintenance, insurance, technology, and more.
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Course by
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Self Paced
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English
Budgeting and Finance for Public Libraries
Understand financial concepts as well as effective practices in budgeting and auditing for library managers at all levels.
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Course by
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Self Paced
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English
Managing a Diverse and Inclusive Workplace for Public Libraries
Learn management skills to support workplace diversity and inclusion in a public library setting.
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Course by
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Self Paced
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English