Python and Data Science A Practical Guide (2019)
Python and Data Science A Practical Guide (2019)
WEBRip | English | MP4 | 1920 x 1080 | AVC ~384 Kbps | 30 fps
AAC | 158 Kbps | 48.0 KHz | 2 channels | 13h 09mn | 3.12 GB
AAC | 158 Kbps | 48.0 KHz | 2 channels | 13h 09mn | 3.12 GB
Genre: Video Tutorial
This course is designed to teach you the basics of Python and Data Science in a practical way, so that you can acquire, test, and master your Python skills gradually.You’ll see that you'll learn all these things with Python:
Using Variables & Strings
Using Booleans & Logical Operators
Using Functions & Packages
Using Lists, Tuples and Dictionaries
Using For & While Loops
Using Panda & Data Frames
Doing Data Visualization
Scraping Web Data
Doing some basic Natural Language Processing (NLP)
Basics of Machine Learning & Deep Learning
And much more to come.
Stlye and Approach
This course is designed in a practical way to teach you the basics of Python and Data Science. A complete course packed with step-by-step instructions, working examples, and helpful advice. This course is clearly divided into small parts that will help you understand each part individually and help you learn at your own pace.
Features
Learn Python and Data Science in a practical way
Learn to Set up Python environment
Learn
How to set up your Python environment
How to manipulate String & Variables with Python
How to use Booleans & Logical Operators with Python
How to use Functions & Packages with Python
How to use Pandas & Data Frames with Python
How to perform Data Visualization with Python
How to do Web Scraping with Python
The Basics of Natural Language Processing (NLP)
The Basics of Deep Learning & Reinforcement Learning
also You can find my other last: programming-posts
General
Complete name : 0802.Plotting and styling.mp4
Format : MPEG-4
Format profile : Base Media / Version 2
Codec ID : mp42 (mp42/isom/avc1)
File size : 55.9 MiB
Duration : 14 min 22 s
Overall bit rate mode : Variable
Overall bit rate : 544 kb/s
Encoded date : UTC 2019-03-25 18:48:42
Tagged date : UTC 2019-03-25 18:52:08
Writing application : HandBrake 0.9.8 2012071700
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Encoded date : UTC 2019-03-25 18:48:42
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Duration : 14 min 22 s
Bit rate mode : Variable
Bit rate : 158 kb/s
Maximum bit rate : 222 kb/s
Channel(s) : 2 channels
Channel positions : Front: L R
Sampling rate : 48.0 kHz
Frame rate : 46.875 FPS (1024 SPF)
Compression mode : Lossy
Stream size : 16.2 MiB (29%)
Title : Stereo
Encoded date : UTC 2019-03-25 18:48:42
Tagged date : UTC 2019-03-25 18:52:07
Complete name : 0802.Plotting and styling.mp4
Format : MPEG-4
Format profile : Base Media / Version 2
Codec ID : mp42 (mp42/isom/avc1)
File size : 55.9 MiB
Duration : 14 min 22 s
Overall bit rate mode : Variable
Overall bit rate : 544 kb/s
Encoded date : UTC 2019-03-25 18:48:42
Tagged date : UTC 2019-03-25 18:52:08
Writing application : HandBrake 0.9.8 2012071700
Video
ID : 1
Format : AVC
Format/Info : Advanced Video Codec
Format profile : Main@L4
Format settings : CABAC / 4 Ref Frames
Format settings, CABAC : Yes
Format settings, RefFrames : 4 frames
Codec ID : avc1
Codec ID/Info : Advanced Video Coding
Duration : 14 min 22 s
Bit rate : 384 kb/s
Width : 1 920 pixels
Height : 1 080 pixels
Display aspect ratio : 16:9
Frame rate mode : Constant
Frame rate : 30.000 FPS
Color space : YUV
Chroma subsampling : 4:2:0
Bit depth : 8 bits
Scan type : Progressive
Bits/(Pixel*Frame) : 0.006
Stream size : 39.2 MiB (70%)
Writing library : x264 core 120
Encoding settings : cabac=1 / ref=1 / deblock=1:0:0 / analyse=0x1:0x111 / me=hex / subme=9 / psy=1 / psy_rd=1.00:0.00 / mixed_ref=0 / me_range=16 / chroma_me=1 / trellis=0 / 8x8dct=0 / cqm=0 / deadzone=21,11 / fast_pskip=1 / chroma_qp_offset=-2 / threads=6 / sliced_threads=0 / nr=0 / decimate=1 / interlaced=0 / bluray_compat=0 / constrained_intra=0 / bframes=3 / b_pyramid=2 / b_adapt=2 / b_bias=0 / direct=3 / weightb=1 / open_gop=0 / weightp=1 / keyint=300 / keyint_min=30 / scenecut=40 / intra_refresh=0 / rc_lookahead=10 / rc=2pass / mbtree=1 / bitrate=384 / ratetol=1.0 / qcomp=0.60 / qpmin=3 / qpmax=69 / qpstep=4 / cplxblur=20.0 / qblur=0.5 / ip_ratio=1.40 / aq=1:1.00
Encoded date : UTC 2019-03-25 18:48:42
Tagged date : UTC 2019-03-25 18:52:08
Color range : Limited
Color primaries : BT.709
Transfer characteristics : BT.709
Matrix coefficients : BT.709
Audio
ID : 2
Format : AAC
Format/Info : Advanced Audio Codec
Format profile : LC
Codec ID : mp4a-40-2
Duration : 14 min 22 s
Bit rate mode : Variable
Bit rate : 158 kb/s
Maximum bit rate : 222 kb/s
Channel(s) : 2 channels
Channel positions : Front: L R
Sampling rate : 48.0 kHz
Frame rate : 46.875 FPS (1024 SPF)
Compression mode : Lossy
Stream size : 16.2 MiB (29%)
Title : Stereo
Encoded date : UTC 2019-03-25 18:48:42
Tagged date : UTC 2019-03-25 18:52:07
Screenshots
Python and Data Science A Practical Guide (2019)
Python and Data Science A Practical Guide (2019)
Python and Data Science A Practical Guide (2019)
Python and Data Science A Practical Guide (2019)
Python and Data Science A Practical Guide (2019)
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Python and Data Science A Practical Guide (2019)
