Search result for Algorithm analysis Online Courses & Certifications
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Text Mining and Analytics
by ChengXiang Zhai- 4.5
Approx. 33 hours to complete
Detailed analysis of text data requires understanding of natural language text, which is known to be a difficult task for computers. 1 Opinion Mining and Sentiment Analysis: Latent Aspect Rating Analysis Part 1 2 Opinion Mining and Sentiment Analysis: Latent Aspect Rating Analysis Part 2 5 Contextual Text Mining: Contextual Probabilistic Latent Semantic Analysis...
Natural Language Processing with Classification and Vector Spaces
by Younes Bensouda Mourri , Łukasz Kaiser , Eddy Shyu- 4.6
Approx. 31 hours to complete
a) Perform sentiment analysis of tweets using logistic regression and then naïve Bayes, c) Write a simple English to French translation algorithm using pre-computed word embeddings and locality sensitive hashing to relate words via approximate k-nearest neighbor search. Sentiment Analysis with Logistic Regression Supervised ML & Sentiment Analysis Supervised ML & Sentiment Analysis Sentiment Analysis with Naïve Bayes...
Algorithmic Toolbox
by Alexander S. Kulikov , Michael Levin , Neil Rhodes , Pavel Pevzner , Daniel M Kane- 4.6
Approx. 39 hours to complete
Naive Algorithm Efficient Algorithm Problem Overview and Naive Algorithm Efficient Algorithm Car Fueling - Implementation and Analysis Efficient Algorithm for Grouping Children Analysis and Implementation of the Efficient Algorithm Fractional Knapsack - Implementation, Analysis and Optimization Naïve Divide and Conquer Algorithm Faster Divide and Conquer Algorithm Algorithm Running Time Analysis (optional) Algorithm...
Microsoft Azure Machine Learning Studio
by Manu Mitra- 2.3
4 hours on-demand video
Please Note: This course is to develop an algorithm of specific instructions and data generated can be used for performing specific task for computer systems. Lecture -4 Prediction of Automobile Price using Linear Regression Algorithm Lecture -5 Dataset Processing and Analysis (Sample-1)...
$12.99
Python for Machine Learning and Data Mining
by CARLOS QUIROS- 3.6
12.5 hours on-demand video
- Linear and Multiple Regression- Regularization- Polynomial Regression- Logistic Regression- Cross Validation- Support Vector Machines for Regression and Classification- Decision Trees and Random Forest- KNN algorithm- GridSearchCV- Principal Component Analysis (PCA)- Linear Discriminant Analysis (LDA)- Kernel Principal Component Analysis (KPCA)- Ensemble methods- K means clustering analysis- Market Basquet Analysis- Time Series with ARIMA models- Gradient Descent- Multilayer Neural Networks...
$11.99
Trading Psychology by Thomas Kralow
by Thomas Kralow- 0.0
1.5 hours on-demand video
In my opinion, knowing proper technical analysis constitutes only about 20-30% of long term trading success....
$12.99
Machine Learning and Data Science Hands-on with Python and R
by EDU CBA- 3.9
72.5 hours on-demand video
This algorithm vary in their goals,in the available training data, and in the learning strategies....
$9.99
Algorithms: Design and Analysis, Part 2
by Tim Roughgarden- 0.0
6 Weeks
Specific topics in Part 2 include: greedy algorithms (scheduling, minimum spanning trees, clustering, Huffman codes), dynamic programming (knapsack, sequence alignment, optimal search trees, shortest paths), NP-completeness and what it means for the algorithm designer, analysis of heuristics, local search. NP-completeness and what it means for the algorithm designer analysis of heuristics...
$149
Algorithms - An Intro Course in Algorithms coded in Python
by Dhruv Bais- 3.3
2 hours on-demand video
Hatch as Expert in Algorithms through clear Python Algorithmic implementations and practical algorithm application We will learn how the concept of the algorithm works, the analysis of it in terms of efficiency, and the application of it in terms of code....
$11.99
Introduction to Geospatial Data Analysis with QGIS
by Dr. Alemayehu Midekisa- 4.2
3.5 hours on-demand video
In this Introduction to Spatial Data Analysis with QGIS course, I will help you get up and running a QGIS software. Perform point pattern analysis Generate Heatmap using Kernel Density Algorithm Learn to perform various spatial analysis including buffer, joins, clipping and other spatial analysis...
$14.99