Machine Learning for Quant Finance and Algorithmic Trading

4.37 GB | 14min 27s | mp4 | 1280X720 | 16:9
Genre:eLearning |Language:English

Files Included :
1 -Introduction to the Course and Key Learning outcomes.mp4 (97.91 MB)
2 -Introduction to Machine Learning for Quant Finance.mp4 (86.49 MB)
1 -Introduction to Pandas.mp4 (26.11 MB)
10 -Array Iterating.mp4 (25.78 MB)
11 -Slicing Arrays.mp4 (43.16 MB)
12 -Searching and Sorting Numpy Arrays.mp4 (32.64 MB)
2 -Pandas Series.mp4 (17.96 MB)
3 -DataFrame in Pandas.mp4 (26.55 MB)
4 -How to work with CSV and other file types in pandas.mp4 (18.71 MB)
5 -Analysing DataFrames in Pandas.mp4 (48.42 MB)
6 -Introduction to Numpy.mp4 (35.95 MB)
7 -Numpy Arrays.mp4 (53.02 MB)
8 -Shape and Reshape Arrays in Numpy.mp4 (50.05 MB)
9 -Indexing Arrays.mp4 (35.79 MB)
1 -Introduction to Matplotlib.mp4 (29.5 MB)
2 -Different Plotting Examples in Matplotlib.mp4 (47.16 MB)
3 -Introduction to Seaborn.mp4 (63.92 MB)
4 -Handling Missing Values in Data.mp4 (64.52 MB)
5 -Feature Scaling.mp4 (56.89 MB)
6 -Feature Encoding.mp4 (67.71 MB)
1 -Supervised Machine Learning.mp4 (88.51 MB)
10 -KNN.mp4 (79.11 MB)
11 -SVM.mp4 (63.76 MB)
12 -Decision Tree.mp4 (73.82 MB)
13 -Random Forest.mp4 (48.38 MB)
14 -K-Means Clustering.mp4 (66.07 MB)
15 -GridSearch CV.mp4 (74.01 MB)
16 -Machine Learning Pipeline.mp4 (56.84 MB)
17 -Regression Practical Coding Example Mini Project.mp4 (84.18 MB)
18 -Classification Practical Coding Example Mini Project.mp4 (80.23 MB)
2 -Unsupervised Machine Learning.mp4 (81.93 MB)
3 -Machine Learning Lifecycle.mp4 (29.66 MB)
4 -Train Test Split.mp4 (14.58 MB)
5 -Machine Learning Model Evaluation Metrics.mp4 (45.23 MB)
6 -Dimensionality in Machine Learning.mp4 (33.72 MB)
7 -Regression Analysis.mp4 (55.45 MB)
8 -Linear Regression.mp4 (52.24 MB)
9 -Logistic Regression.mp4 (74.78 MB)
1 -Artificial Neural Networks (ANN).mp4 (44.41 MB)
2 -Activation Functions.mp4 (47.28 MB)
3 -Optimizers in Neural Networks.mp4 (49.61 MB)
4 -Convolutional Neural Networks (CNN).mp4 (61.07 MB)
5 -Recurrent Neural Networks (RNN).mp4 (40.5 MB)
1 -Introduction to Financial Markets.mp4 (54.3 MB)
10 -Sharpe Ratio.mp4 (51.95 MB)
11 -Pair Trading.mp4 (35.67 MB)
12 -Arbitrage Trading.mp4 (28.81 MB)
13 -Introduction to Financial Derivatives.mp4 (48.93 MB)
14 -Futures (Financial Derivatives).mp4 (63.83 MB)
15 -Options (Financial Derivatives).mp4 (86.85 MB)
16 -Black Scholes Option Pricing Model.mp4 (30.7 MB)
17 -Introduction to Technical Analysis.mp4 (62.29 MB)
18 -CandleStick Chart Python Code Implementation.mp4 (35.86 MB)
19 -Support and Resistance.mp4 (71.19 MB)
2 -Introduction to Financial Markets Part 2.mp4 (37.91 MB)
20 -Moving Average.mp4 (58.8 MB)
21 -Simple Moving Average(SMA) Python Code Implementation.mp4 (43.92 MB)
22 -Exponential Moving Average(EMA) Python Code Implementation.mp4 (26.92 MB)
23 -Chart Patterns.mp4 (130.73 MB)
24 -Dow Theory.mp4 (37.99 MB)
25 -RSI.mp4 (49.72 MB)
3 -Time Value of Money.mp4 (35.95 MB)
4 -Type of Analysis in Financial Markets.mp4 (37.25 MB)
5 -Capital Asset Pricing Model (CAPM).mp4 (41.21 MB)
6 -Modern Portfolio Theory(MPT).mp4 (60.68 MB)
7 -Correlation Theory.mp4 (37.9 MB)
8 -Correlation Python Code Practical.mp4 (37.52 MB)
9 -Kelly Criterion.mp4 (33.94 MB)
1 -Working with OHLC Data for Stocks in Python.mp4 (72.62 MB)
2 -Apple Stock Price Prediction using Linear Regression.mp4 (70.02 MB)
3 -Gold Price Prediction using Machine Learning.mp4 (63.07 MB)
4 -Tesla Stock Price Prediction with different ML models.mp4 (116.92 MB)
5 -Trading Strategy Development and Backtesting in Python on Amazon Stock.mp4 (133.3 MB)
6 -Stock Price Prediction using LSTM Neural Network.mp4 (57.55 MB)
1 -Streamlit Installation.mp4 (6.24 MB)
10 -Buttons Streamlit.mp4 (14.13 MB)
11 -Radio Button Streamlit.mp4 (15.49 MB)
12 -Text input in Streamlit.mp4 (13.34 MB)
13 -Number Input Streamlit.mp4 (8.39 MB)
14 -Download Button in Streamlit.mp4 (45.05 MB)
15 -Checkbox input in Streamlit.mp4 (9.13 MB)
16 -Selectbox input in Streamlit.mp4 (11.18 MB)
17 -Date Input Streamlit.mp4 (11.09 MB)
18 -Slider Input Widget in Streamlit.mp4 (41.62 MB)
19 -Working with Images in Streamlit.mp4 (10.65 MB)
2 -Text Elements in Streamlit.mp4 (18.03 MB)
20 -Working with Videos in Streamlit.mp4 (15.69 MB)
21 -Sidebar Layout in Streamlit.mp4 (17 MB)
22 -Column layout in Streamlit.mp4 (18.7 MB)
23 -Expander Layout in Streamlit.mp4 (15.23 MB)
3 -DataFrames in Streamlit.mp4 (19.72 MB)
4 -Tables in Streamlit.mp4 (11.86 MB)
5 -JSON in Streamlit.mp4 (9.15 MB)
6 -Line Chart.mp4 (13.29 MB)
7 -Area Chart.mp4 (13.25 MB)
8 -Bar Chart.mp4 (12.03 MB)
9 -Pyplot in Streamlit.mp4 (10.44 MB)
1 -Project - Stock Market Index Prediction Streamlit Webapp.mp4 (81 MB)]
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