AI For Trading nd880 v1.0.0
AI For Trading nd880 v1.0.0
WEBRip | English | MP4 | 1280 x 720 | AVC ~170 Kbps | 30 fps
AAC | 126 Kbps | 44.1 KHz | 2 channels | 39:34:27 | 7.32 GB
AAC | 126 Kbps | 44.1 KHz | 2 channels | 39:34:27 | 7.32 GB
Genre: Video Tutorial
In this program, you’ll analyze real data and build financial models for trading. Whether you want to pursue a new job in finance, launch yourself on the path to a quant trading career, or master the latest AI applications in quantitative finance, this program offers you the opportunity to master valuable data and AI skills.Includes:
01_Welcome to the Nanodegree Program
02_Get Help from Peers and Mentors
03_Get Help with Your Account
04_Stock Prices
05_Market Mechanics
06_Data Processing
07_Stock Returns
08_Momentum Trading
09_Project 1 Trading with Momentum
01_Quant Workflow
02_Outliers and Filtering
03_Regression
04_Time Series Modeling
05_Volatility
06_Pairs Trading and Mean Reversion
07_Project 2 Breakout Strategy
01_Stocks, Indices, Funds
02_ETFs
03_Portfolio Risk and Return
04_Portfolio Optimization
05_Project 3 Smart Beta and Portfolio Optimization
01_Factors
02_Factor Models and Types of Factors
03_Risk Factor Models
04_Time Series and Cross Sectional Risk Models
05_Risk Factor Models with PCA
06_Alpha Factors
07_Alpha Factor Research Methods
08_Advanced Portfolio Optimization
09_Project 4 Alpha Research and Factor Modeling
_Welcome To Term II
02_Intro to Natural Language Processing
03_Text Processing
04_Feature Extraction
05_Financial Statements
06_Basic NLP Analysis
07_Project 5 NLP on Financial Statements
01_Introduction to Neural Networks
02_Training Neural Networks
03_Deep Learning with PyTorch
04_Recurrent Neural Networks
05_Embeddings Word2Vec
06_Sentiment Prediction RNN
07_Project 6 Sentiment Analysis with Neural Networks
01_Overview
02_Decision Trees
03_Model Testing and Evaluation
04_Random Forests
05_Feature Engineering
06_Overlapping Labels
07_Feature Importance
08_Project 7 Combining Signals for Enhanced Alpha
01_Strengthen Your Online Presence Using LinkedIn
02_Optimize Your GitHub Profile
01_Intro to Backtesting
02_Optimization with Transaction Costs
03_Attribution
04_Project 8 Backtesting
01_Why Python Programming
02_Data Types and Operators
03_Control Flow
04_Functions
05_Scripting
01_Introduction
02_Vectors
03_Linear Combination
04_Linear Transformation and Matrices
01_Jupyter Notebooks
02_NumPy
03_Pandas
01_Descriptive Statistics - Part I
02_Descriptive Statistics - Part II
03_Admissions Case Study
04_Probability
05_Binomial Distribution
06_Conditional Probability
07_Bayes Rule
08_Python Probability Practice
09_Normal Distribution Theory
10_Sampling distributions and the Central Limit Theorem
11_Confidence Intervals
12_Hypothesis Testing
13_Case Study AB tests
01_Linear Regression
02_Naive Bayes
03_Clustering
04_Decision Trees
05_Introduction to Kalman Filters
01_Introduction to Neural Networks
01_Intro to Computer Vision
01_Intro to NLP
also You can find my other last: programming-posts
General
Complete name : 02. M1L2 02 Stock Prices V7-l_PilXVuh8I.mp4
Format : MPEG-4
Format profile : Base Media / Version 2
Codec ID : mp42 (isom/mp42)
File size : 6.68 MiB
Duration : 3 min 7 s
Overall bit rate mode : Variable
Overall bit rate : 299 kb/s
Encoded date : UTC 2018-07-12 18:25:28
Tagged date : UTC 2018-07-12 18:25:28
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Codec ID/Info : Advanced Video Coding
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Bit rate : 170 kb/s
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Frame rate : 30.000 FPS
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Stream size : 3.79 MiB (57%)
Title : ISO Media file produced by Google Inc. Created on: 07/12/2018.
Encoded date : UTC 2018-07-12 18:25:28
Tagged date : UTC 2018-07-12 18:25:28
Color range : Limited
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Audio
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Duration : 3 min 7 s
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Channel positions : Front: L R
Sampling rate : 44.1 kHz
Frame rate : 43.066 FPS (1024 SPF)
Compression mode : Lossy
Stream size : 2.80 MiB (42%)
Title : ISO Media file produced by Google Inc. Created on: 07/12/2018.
Language : English
Encoded date : UTC 2018-07-12 18:25:28
Tagged date : UTC 2018-07-12 18:25:28
Complete name : 02. M1L2 02 Stock Prices V7-l_PilXVuh8I.mp4
Format : MPEG-4
Format profile : Base Media / Version 2
Codec ID : mp42 (isom/mp42)
File size : 6.68 MiB
Duration : 3 min 7 s
Overall bit rate mode : Variable
Overall bit rate : 299 kb/s
Encoded date : UTC 2018-07-12 18:25:28
Tagged date : UTC 2018-07-12 18:25:28
gsst : 0
gstd : 187338
Video
ID : 1
Format : AVC
Format/Info : Advanced Video Codec
Format profile : Main@L3.1
Format settings : CABAC / 3 Ref Frames
Format settings, CABAC : Yes
Format settings, RefFrames : 3 frames
Codec ID : avc1
Codec ID/Info : Advanced Video Coding
Duration : 3 min 7 s
Bit rate : 170 kb/s
Width : 1 280 pixels
Height : 720 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 : 3.79 MiB (57%)
Title : ISO Media file produced by Google Inc. Created on: 07/12/2018.
Encoded date : UTC 2018-07-12 18:25:28
Tagged date : UTC 2018-07-12 18:25:28
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 : 3 min 7 s
Bit rate mode : Variable
Bit rate : 126 kb/s
Channel(s) : 2 channels
Channel positions : Front: L R
Sampling rate : 44.1 kHz
Frame rate : 43.066 FPS (1024 SPF)
Compression mode : Lossy
Stream size : 2.80 MiB (42%)
Title : ISO Media file produced by Google Inc. Created on: 07/12/2018.
Language : English
Encoded date : UTC 2018-07-12 18:25:28
Tagged date : UTC 2018-07-12 18:25:28
Screenshots
AI For Trading nd880 v1.0.0
AI For Trading nd880 v1.0.0
AI For Trading nd880 v1.0.0
AI For Trading nd880 v1.0.0
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AI For Trading nd880 v1.0.0
