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Complexity Science | Scipy 2019 Tutorial | Allen Downey

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Lessons List | 102 Lesson
Introduction to Numerical Computing with NumPy | SciPy 2019 Tutorial | Alex Chabot Leclerc
02:15:50

Introduction to Numerical Computing with NumPy | SciPy 2019 Tutorial | Alex Chabot Leclerc
Optimizing Python Based Spectroscopic Data Processing on NERSC Supercomputers | SciPy 2019 |
00:30:13

Optimizing Python Based Spectroscopic Data Processing on NERSC Supercomputers | SciPy 2019 |
Lights Camera Action Scrape Explore and Model to Predict Oscar Winners | SciPy 2019 | Hanus
01:34:55

Lights Camera Action Scrape Explore and Model to Predict Oscar Winners | SciPy 2019 | Hanus
Day 1 SciPy Tools Plenary Session | SciPy 2019 |
00:23:42

Day 1 SciPy Tools Plenary Session | SciPy 2019 |
Testing your Python Code with PyTest | Scipy 2019 Tutorial | John Leeman Ryan May
01:59:40

Testing your Python Code with PyTest | Scipy 2019 Tutorial | John Leeman Ryan May
To a Billion Beyond How to Visually Explore Compare Share Large Quant Datasets w HiGlass
00:28:06

To a Billion Beyond How to Visually Explore Compare Share Large Quant Datasets w HiGlass
Bayesian Statistics Made Simple | Scipy 2019 Tutorial | Allen Downey
02:19:13

Bayesian Statistics Made Simple | Scipy 2019 Tutorial | Allen Downey
The Invisible Work of Maintaining Sustaining Open Source Software | SciPy 2019 Keyote | S Geiger
00:46:50

The Invisible Work of Maintaining Sustaining Open Source Software | SciPy 2019 Keyote | S Geiger
Day 1 Lightning Talks | SciPy 2019 |
00:54:18

Day 1 Lightning Talks | SciPy 2019 |
ML NET in Python with NimbusML | SciPy 2019 | Interlandi Krivosheev Weimer Zahirazami Zhu
00:28:49

ML NET in Python with NimbusML | SciPy 2019 | Interlandi Krivosheev Weimer Zahirazami Zhu
Optuna A Define by Run Hyperparameter Optimization Framework | SciPy 2019 |
00:26:37

Optuna A Define by Run Hyperparameter Optimization Framework | SciPy 2019 |
Safe Handling Instructions for Probabilistic Classification | SciPy 2019 | Gordon Chen
00:26:19

Safe Handling Instructions for Probabilistic Classification | SciPy 2019 | Gordon Chen
Starfish Standardizing Pipelines for Image Based Transcriptomics | SciPy 2019 | Shannon Axelrod
00:20:22

Starfish Standardizing Pipelines for Image Based Transcriptomics | SciPy 2019 | Shannon Axelrod
Test Research Code the Easy Way By Generating Random Inputs with Hypothesis | SciPy 2019 |
00:21:42

Test Research Code the Easy Way By Generating Random Inputs with Hypothesis | SciPy 2019 |
To Comment or Not to Comment A Data Driven Look at Conflicting Attitudes Towards Commenting
00:30:01

To Comment or Not to Comment A Data Driven Look at Conflicting Attitudes Towards Commenting
Using Nix for Repeatable Python Environments | SciPy 2019 | Daniel Wheeler
00:33:48

Using Nix for Repeatable Python Environments | SciPy 2019 | Daniel Wheeler
Vaex Out of Core Dataframes for Python | SciPy 2019 | Maarten Breddels
00:28:59

Vaex Out of Core Dataframes for Python | SciPy 2019 | Maarten Breddels
Day 1Welcome | SciPy 2019 | Serge Rey
00:12:02

Day 1Welcome | SciPy 2019 | Serge Rey
Zarr Scalable Storage of Tensor Data for Use in Parallel and Distributed Computing | SciPy 2019 |
00:31:58

Zarr Scalable Storage of Tensor Data for Use in Parallel and Distributed Computing | SciPy 2019 |
freud A Software Suite for High Throughput Analysis of Nanoscale Simulation Data | SciPy 2019 |
00:30:40

freud A Software Suite for High Throughput Analysis of Nanoscale Simulation Data | SciPy 2019 |
Git “Hooked” On Images In Your Version Control Up Your Documentation Game | SciPy 2019 | Hanus
00:29:19

Git “Hooked” On Images In Your Version Control Up Your Documentation Game | SciPy 2019 | Hanus
imglyb Bridging The Chasm Between ImageJ and NumPy | SciPy 2019 | Philipp Hanslovsky
00:29:39

imglyb Bridging The Chasm Between ImageJ and NumPy | SciPy 2019 | Philipp Hanslovsky
Inclusive Leadership Engaging Contributors in the Long Term | SciPy 2019 | Tania Allard
00:30:52

Inclusive Leadership Engaging Contributors in the Long Term | SciPy 2019 | Tania Allard
Inside NumPy Preparing for the Next Decade | SciPy 2019 | Gommers Picus Reddy van der Walt
00:31:16

Inside NumPy Preparing for the Next Decade | SciPy 2019 | Gommers Picus Reddy van der Walt
Visualization of Bioinformatics Data with Dash Bio | SciPy 2019 | Shammamah Hossain
00:27:45

Visualization of Bioinformatics Data with Dash Bio | SciPy 2019 | Shammamah Hossain
A Geographers Journey into AI Mapping Urban Trees from Scratch | SciPy 2019 |
00:23:46

A Geographers Journey into AI Mapping Urban Trees from Scratch | SciPy 2019 |
Data Analysis Tools for the James Webb Space Telescope Confluence of Academia NASA Open Source
00:29:57

Data Analysis Tools for the James Webb Space Telescope Confluence of Academia NASA Open Source
Fast Gradient Boosting Decision Trees with PyGBM and Numba | SciPy 2019 |
00:26:55

Fast Gradient Boosting Decision Trees with PyGBM and Numba | SciPy 2019 |
Getting Started with JupyterLab | SciPy 2019 Tutorial | M Bussonnier J Grout S Stattel
02:46:39

Getting Started with JupyterLab | SciPy 2019 Tutorial | M Bussonnier J Grout S Stattel
Introduction to Data Processing in Python with Pandas | SciPy 2019 Tutorial | Daniel Chen
03:00:19

Introduction to Data Processing in Python with Pandas | SciPy 2019 Tutorial | Daniel Chen
Deep Learning Fundamentals Forward Model Differentiable Loss Function Optimization | SciPy 2019
02:23:35

Deep Learning Fundamentals Forward Model Differentiable Loss Function Optimization | SciPy 2019
Intro to Bayesian Model Evaluation Visualization Comparison Using ArviZ | SciPy 2019 Tutorial |
02:42:41

Intro to Bayesian Model Evaluation Visualization Comparison Using ArviZ | SciPy 2019 Tutorial |
Introduction to Matplotlib | SciPy 2019 Tutorial | Hannah Aizenman Thomas Caswell
03:02:10

Introduction to Matplotlib | SciPy 2019 Tutorial | Hannah Aizenman Thomas Caswell
Bayesian Data Science Probabilistic Programming | SciPy 2019 Tutorial | Eric Ma
03:28:59

Bayesian Data Science Probabilistic Programming | SciPy 2019 Tutorial | Eric Ma
Intermediate Methods for Geospatial Data Analysis | SciPy 2019 Tutorial | Serge Rey Levi Wolf
03:25:39

Intermediate Methods for Geospatial Data Analysis | SciPy 2019 Tutorial | Serge Rey Levi Wolf
Land on Vector Spaces Practical Linear Algebra with Python | SciPy 2019 Tutorial | L Barba T Wang
03:35:50

Land on Vector Spaces Practical Linear Algebra with Python | SciPy 2019 Tutorial | L Barba T Wang
Using SatPy to Process Earth observing Satellite Data | SciPy 2019 Tutorial | David Hoese
03:10:10

Using SatPy to Process Earth observing Satellite Data | SciPy 2019 Tutorial | David Hoese
Introduction to Python | SciPy 2019 Tutorial | Matt Davis
02:33:38

Introduction to Python | SciPy 2019 Tutorial | Matt Davis
Modern Time Series Analysis | SciPy 2019 Tutorial | Aileen Nielsen
03:12:13

Modern Time Series Analysis | SciPy 2019 Tutorial | Aileen Nielsen
Visual Diagnostics at Scale More Informed Machine Learning with Large Datasets | SciPy 2019 |Bilbro
00:28:22

Visual Diagnostics at Scale More Informed Machine Learning with Large Datasets | SciPy 2019 |Bilbro
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Course Description

In the Scientific Computing with Python Certification, you'll learn Python fundamentals like variables, loops, conditionals, and functions. Then you'll quickly ramp up to complex data structures, networking, relational databases .
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