| [So you want to be a Python expert?](https://www.youtube.com/watch?v=cKPlPJyQrt4) | James Powell | PyData | 1:54 | 28000 | python | 2017 | :snake::snake::snake: |
| [Introduction To Data Analytics With Pandas](https://www.youtube.com/watch?v=5XGycFIe8qE) | Quentin Caudron | Python Tutorial | 1:51 | 25000 | pandas | 2017 | :snake: |
| [Transforming Code into Beautiful, Idiomatic Python](https://www.youtube.com/watch?v=OSGv2VnC0go) | Raymond Hettinger | Next Day Video | 0:48 | 340000 | python | 2013 | :snake: |
| [JupyterLab: Building Blocks for Interactive Computing SciPy 2016 Brian Granger - YouTube](https://www.youtube.com/watch?v=Ejh0ftSjk6g) | NAME | Enthought | DURATION | 28000 | None | 2016 | Novice |
| [Sofia Heisler No More Sad Pandas Optimizing Pandas Code for Speed and Efficiency PyCon 2017 - YouTube](https://www.youtube.com/watch?v=HN5d490_KKk) | NAME | PyCon 2017 | DURATION | 12000 | None | 2017 | Novice |
| [A Visual Guide To Pandas - YouTube](https://www.youtube.com/watch?v=9d5-Ti6onew) | NAME | Next Day Video | DURATION | 49000 | None | 2015 | Novice |
| [Machine Learning with Scikit Learn SciPy 2015 Tutorial Andreas Mueller & Kyle Kastner Part I - YouTube](https://www.youtube.com/watch?v=80fZrVMurPM) | NAME | Enthought | DURATION | 48000 | None | 2015 | Novice |
| [Machine Learning for Time Series Data in Python SciPy 2016 Brett Naul - YouTube](https://www.youtube.com/watch?v=ZgHGCfwExw0) | NAME | Enthought | DURATION | 24000 | None | 2016 | Novice |
| [The Fun of Reinvention (Screencast) - YouTube](https://www.youtube.com/watch?v=js_0wjzuMfc) | NAME | David Beazley | DURATION | 11000 | None | 2017 | Novice |
| [Analyzing and Manipulating Data with Pandas Beginner SciPy 2016 Tutorial Jonathan Rocher - YouTube](https://www.youtube.com/watch?v=6ohWS7J1hVA) | NAME | Enthought | DURATION | 22000 | None | 2016 | Novice |
| [Super Advanced Python - YouTube](https://www.youtube.com/watch?v=u2KZJzoz-qI) | NAME | Next Day Video | DURATION | 143000 | None | 2013 | Novice |
| [JupyterHub: Deploying Jupyter Notebooks for students and researchers - YouTube](https://www.youtube.com/watch?v=gSVvxOchT8Y) | NAME | PyData | DURATION | 17000 | None | 2016 | Novice |
| [Jeffrey Yau Applied Time Series Econometrics in Python and R - YouTube](https://www.youtube.com/watch?v=tJ-O3hk1vRw) | NAME | PyData | DURATION | 17000 | None | 2016 | Novice |
| [Machine Learning with scikit learn Part One SciPy 2017 Tutorial Andreas Mueller & Alexandre Gram - YouTube](https://www.youtube.com/watch?v=2kT6QOVSgSg) | NAME | Enthought | DURATION | 8000 | None | 2017 | Novice |
| [Introduction to Numerical Computing with NumPy SciPy 2017 Tutorial Dillon Niederhut - YouTube](https://www.youtube.com/watch?v=lKcwuPnSHIQ) | NAME | Enthought | DURATION | 8000 | None | 2017 | Novice |
| [Matthew Rocklin Dask A Pythonic Distributed Data Science Framework PyCon 2017 - YouTube](https://www.youtube.com/watch?v=RA_2qdipVng) | NAME | PyCon 2017 | DURATION | 7000 | None | 2017 | Novice |
| [Python's Class Development Toolkit - YouTube](https://www.youtube.com/watch?v=HTLu2DFOdTg) | NAME | Next Day Video | DURATION | 80000 | None | 2013 | Novice |
| [Sebastian Raschka Learning scikit learn - An Introduction to Machine Learning in Python - YouTube](https://www.youtube.com/watch?v=9fOWryQq9J8) | NAME | PyData | DURATION | 12000 | None | 2016 | Novice |
| [Alex Rubinsteyn: Python Libraries for Deep Learning with Sequences - YouTube](https://www.youtube.com/watch?v=E92jDCmJNek) | NAME | PyData | DURATION | 23000 | None | 2015 | Novice |
| [The Other Async (Threads + Async = ❤️) - YouTube](https://www.youtube.com/watch?v=x1ndXuw7S0s) | NAME | David Beazley | DURATION | 5000 | None | 2017 | Novice |
| [Numba - Tell Those C++ Bullies to Get Lost SciPy 2017 Tutorial Gil Forsyth & Lorena Barba - YouTube](https://www.youtube.com/watch?v=1AwG0T4gaO0) | NAME | Enthought | DURATION | 5000 | None | 2017 | Novice |
| [Deploying Interactive Jupyter Dashboards for Visualizing Hundreds of Millions of Datapoints, in 30 L - YouTube](https://www.youtube.com/watch?v=8Jktm-Imt-I) | NAME | Enthought | DURATION | 5000 | None | 2017 | Novice |
| [Divya Sardana Building Recommender Systems Using Python - YouTube](https://www.youtube.com/watch?v=39vJRxIPSxw) | NAME | PyData | DURATION | 10000 | None | 2016 | Novice |
| [Joel Grus: Learning Data Science Using Functional Python - YouTube](https://www.youtube.com/watch?v=ThS4juptJjQ) | NAME | PyData | DURATION | 18000 | None | 2015 | Novice |
| [Stephen Simmons Pandas from the Inside - YouTube](https://www.youtube.com/watch?v=CowlcrtSyME) | NAME | PyData | DURATION | 9000 | None | 2016 | Novice |
| [Curious Course on Coroutines and Concurrency - YouTube](https://www.youtube.com/watch?v=Z_OAlIhXziw) | NAME | David Beazley | DURATION | 9000 | None | 2016 | Novice |
| [Anatomy of matplotlib SciPy 2015 Tutorial Benjamin Root and Joe Kington - YouTube](https://www.youtube.com/watch?v=MKucn8NtVeI) | NAME | Enthought | DURATION | 18000 | None | 2015 | Novice |
| [Anatomy of Matplotlib SciPy 2017 Tutorial Ben Root - YouTube](https://www.youtube.com/watch?v=rARMKS8jE9g) | NAME | Enthought | DURATION | 4000 | None | 2017 | Novice |
| [Data Science is Software SciPy 2016 Tutorial Peter Bull & Isaac Slavitt - YouTube](https://www.youtube.com/watch?v=EKUy0TSLg04) | NAME | Enthought | DURATION | 9000 | None | 2016 | Novice |
| [Using Jupyter notebooks to develop and share interactive data displays - YouTube](https://www.youtube.com/watch?v=aXR2d9k9-h4) | NAME | PyCon Australia | DURATION | 8000 | None | 2016 | Novice |
| [Parallel Python: Analyzing Large Datasets Intermediate SciPy 2016 Tutorial Matthew Rocklin & Mi - YouTube](https://www.youtube.com/watch?v=5Md_sSsN51k) | NAME | Enthought | DURATION | 7000 | None | 2016 | Novice |
| [Functional Programming with Python - YouTube](https://www.youtube.com/watch?v=Ta1bAMOMFOI) | NAME | Next Day Video | DURATION | 44000 | None | 2013 | Novice |
| [Predicting sports winners using data analytics with pandas and scikit-learn by Robert Layton - YouTube](https://www.youtube.com/watch?v=k7hSD_-gWMw) | NAME | PyCon Australia | DURATION | 13000 | None | 2015 | Novice |
| [Awesome Big Data Algorithms - YouTube](https://www.youtube.com/watch?v=jKBwGlYb13w) | NAME | Next Day Video | DURATION | 41000 | None | 2013 | Novice |
| [Stephen Simmons - Pandas from the Inside / "Big Pandas" - YouTube](https://www.youtube.com/watch?v=YGk09nK_xnM) | NAME | PyData | DURATION | 3000 | None | 2017 | Novice |
| [Fear and Awaiting in Async (Screencast) - YouTube](https://www.youtube.com/watch?v=Bm96RqNGbGo) | NAME | David Beazley | DURATION | 5000 | None | 2016 | Novice |
| [Brian Granger: All About Jupyter - YouTube](https://www.youtube.com/watch?v=GMKZD1Ohlzk) | NAME | PyData | DURATION | 11000 | None | 2015 | Novice |
| [Anusua Trivedi: An example of Predictive Analytics: Building a Recommendation Engine using Python - YouTube](https://www.youtube.com/watch?v=E9XTOnEgqRY) | NAME | PyData | DURATION | 11000 | None | 2015 | Novice |
| [Sarah Guido The Wild West of Data Wrangling PyCon 2017 - YouTube](https://www.youtube.com/watch?v=xn9sTXR3Cp8) | NAME | PyCon 2017 | DURATION | 3000 | None | 2017 | Novice |
| [Adventures in scikit-learn's Random Forest by Gregory Saunders - YouTube](https://www.youtube.com/watch?v=YkVscKsV_qk) | NAME | PyCon Australia | DURATION | 9000 | None | 2015 | Novice |
| [Doing Math with Python - YouTube](https://www.youtube.com/watch?v=XJOt4QQgx0A) | NAME | PyCon Australia | DURATION | 5000 | None | 2016 | Novice |
| [Iterations of Evolution: The Unauthorized Biography of the For-Loop - YouTube](https://www.youtube.com/watch?v=2AXuhgid7E4) | NAME | David Beazley | DURATION | 2000 | None | 2017 | Novice |
| [Alex Martelli, ""Good Enough" IS Good Enough!", PyBay2016 - YouTube](https://www.youtube.com/watch?v=_Ek3A2b-nHU) | NAME | SF Python | DURATION | 4000 | None | 2016 | Novice |
| [Renee Chu - Python for Social Scientists: Cleaning and Prepping Data - PyCon 2016 - YouTube](https://www.youtube.com/watch?v=u682UpVrMVM) | NAME | PyCon 2016 | DURATION | 3000 | None | 2016 | Novice |
| [PyMC: Markov Chain Monte Carlo in Python SciPy 2014 Chris Fonnesbeck - YouTube](https://www.youtube.com/watch?v=XbxIo7ScVzc) | NAME | Enthought | DURATION | 9000 | None | 2014 | Novice |
| [Alex Martelli, ""The Tower of Abstraction", PyBay2016 - YouTube](https://www.youtube.com/watch?v=zhpWhkW8kcc) | NAME | SF Python | DURATION | 3000 | None | 2016 | Novice |
| [Rachel Thomas, "Using randomness to make code much faster", PyBay2017 - YouTube](https://www.youtube.com/watch?v=7i6kBz1kZ-A) | NAME | SF Python | DURATION | 1000 | None | 2017 | Novice |
| [Mahmoud Hashemi, Python Profiling & Performance: elementary to enterprise, PyBay2016 - YouTube](https://www.youtube.com/watch?v=Dgnp28Ijm_M) | NAME | SF Python | DURATION | 1000 | None | 2016 | Novice |
| [Dillon Niederhut, "What to do when your data is large, but not big", PyBay2016 - YouTube](https://www.youtube.com/watch?v=g-YCaX3ml2Q) | NAME | SF Python | DURATION | 0 | None | 2016 | Novice |
| [Cynthia Lin, "Opening Up to Open Source", PyBay2017 - YouTube](https://www.youtube.com/watch?v=rfdzOZkDqYk) | NAME | SF Python | DURATION | 0 | None | 2017 | Novice |