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Econometrics: Methods and Applications
by Philip Hans Franses , Christiaan Heij , Michel van der Wel , Dennis Fok , Richard Paap , Dick van Dijk , Erik Kole , Francine Gresnigt , Myrthe van Dieijen- 4.6
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Approx. 66 hours to complete
Do you wish to know how to analyze and solve business and economic questions with data analysis tools? You learn these key topics in econometrics by watching the videos with in-video quizzes and by making post-video training exercises. Training Exercise 2. Solution Training Exercise 2. Training Exercise 3. Solution Training Exercise 3....
Natural Language Processing with Classification and Vector Spaces
by Younes Bensouda Mourri , Łukasz Kaiser , Eddy Shyu- 4.6
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Approx. 31 hours to complete
a) Perform sentiment analysis of tweets using logistic regression and then naïve Bayes, b) Use vector space models to discover relationships between words and use PCA to reduce the dimensionality of the vector space and visualize those relationships, and Negative and Positive Frequencies Logistic Regression: Training Logistic Regression: Testing Connect with your mentors and fellow learners on Slack!...
Penetration Testing, Incident Response and Forensics
by IBM Security Learning Services- 4.6
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Approx. 17 hours to complete
You will learn about the different phases of penetration testing, how to gather data for your penetration test and popular penetration testing tools. • Describe penetration testing tools and the benefits to an organization • Describe a deep dive into incident response techniques and tools • Describe digital forensics and digital evidence....
Collaborative Robot Safety: Design & Deployment
by Brian Carlisle , Akshay Sivadas- 4.7
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Approx. 16 hours to complete
As robots evolve and increasingly interact with humans, enhancing the safety of personnel working with these “collaborative robots” (cobots) is vital. This course equips you to assess the safety of a collaborative robot workcell and prevent the chances of injury or harm. Safety Training Safety Training (Optional) Resources Testing (Part 1)...
Natural Language Processing with Sequence Models
by Younes Bensouda Mourri , Łukasz Kaiser , Eddy Shyu- 4.5
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Approx. 22 hours to complete
Łukasz Kaiser is a Staff Research Scientist at Google Brain and the co-author of Tensorflow, the Tensor2Tensor and Trax libraries, and the Transformer paper. Dense and ReLU Layers Training Connect with your mentors and fellow learners on Slack! Reading: (Optional) Trax and JAX, docs and code Training / Testing Training / Testing...
AI for Medical Diagnosis
by Pranav Rajpurkar , Bora Uyumazturk , Amirhossein Kiani , Eddy Shyu- 4.7
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Approx. 19 hours to complete
It’s helping doctors diagnose patients more accurately, make predictions about patients’ future health, and recommend better treatments. As a learner, you will be set up for success in this program if you are already comfortable with some of the math and coding behind AI algorithms. Building and Training a Model for Medical Diagnosis...
Design Thinking and Predictive Analytics for Data Products
by Julian McAuley , Ilkay Altintas- 4.5
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Approx. 8 hours to complete
This is the second course in the four-course specialization Python Data Products for Predictive Analytics, building on the data processing covered in Course 1 and introducing the basics of designing predictive models in Python. Review: Classification and K-Nearest Neighbors Review: Logistic Regression and Support Vector Machines Introduction to Training and Testing Review: Classification and Training...
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Follow a Machine Learning Workflow
by Renée Cummings- 0.0
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Approx. 20 hours to complete
ETL and Machine Learning Pipelines Dataset Content and Format Variability and Range Variance and Standard Deviation Guidelines for Preparing Training and Testing Data Guidelines for Training and Tuning the Model Setting Up and Training the Model Testing and Maintenance Collect and prepare a dataset to use for training and testing a machine learning model....
Sales Force Management
by Michael F. Walsh, Ph.D. , Suzanne C. Bal , Emily C. Tanner, Ph.D.- 4.6
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Approx. 19 hours to complete
The second course in the Sales Operations/Management Specialization, Sales Force Management covers various aspects of hiring and personnel administration. Students will learn about job design and recruitment processes, tools of recruitment, the role of training in sales force development, and motivating salespeople to perform the tasks critical to an organization's success....
Physician/Student Opioid Use Disorder Medication Assisted Treatment Waiver Training
by Jann T. Balmer , Nassima Ait-Daoud Tiouririne- 0.0
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Approx. 13 hours to complete
This content was created by the AAAP and has been used with permission. Physician/Student Opiod Use Disorder MAT Waiver Training Module 6: Video - Medication Assisted Treatment (MAT) and Urine Drug Testing Physician/Student Opioid Use Disorder MAT Waiver Training Module 6: Post-test - Medication Assisted Treatment (MAT) and Urine Drug Testing...
