Search result for Data structures and algorithms Online Courses & Certifications
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Machine Learning: Classification
by Emily Fox , Carlos Guestrin- 4.7
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Approx. 21 hours to complete
In addition, you will be able to design and implement the underlying algorithms that can learn these models at scale, using stochastic gradient ascent. You will also address significant tasks you will face in real-world applications of ML, including handling missing data and measuring precision and recall to evaluate a classifier....
Python Data Structures
by Charles Severance- 0.0
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7 Weeks
The second course in Python for Everybody explores variables that contain collections of data like string, lists, dictionaries, and tuples. We will move past the basics of procedural programming and explore how we can use the Python built-in data structures such as lists, dictionaries, and tuples to perform increasingly complex data analysis....
$49
Machine Learning Made Easy : Beginner to Advanced using R
by Statinfer Solutions- 4.6
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15.5 hours on-demand video
Learn Machine Learning Algorithms using R from experts with hands on examples and practice sessions. Want to know how Machine Learning algorithms work and how people apply it to solve data science problems? We can help you understand the complex machine learning algorithms while keeping you grounded to the implementation on real business and data science problems....
$11.99
Network Analysis in Systems Biology
by Avi Ma’ayan, PhD- 4.5
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Approx. 30 hours to complete
An introduction to data integration and statistical methods used in contemporary Systems Biology, Bioinformatics and Systems Pharmacology research. The course covers methods to process raw data from genome-wide mRNA expression studies (microarrays and RNA-seq) including data normalization, differential expression, clustering, enrichment analysis and network construction. Big Data in Biology and Data Integration...
Python Data Structures A to Z
by Joe James- 4.4
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2 hours on-demand video
Learn the essentials of data structures in Python. All the code and presentations are available for download on Github. Data structures covered in this course include native Python data structures String, List, Tuple, Set, and Dictionary, as well as Stacks, Queues, Heaps, Linked Lists, Binary Search Trees, and Graphs....
$14.99
Data Visualization and Communication with Tableau
by Daniel Egger , Jana Schaich Borg- 4.7
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Approx. 25 hours to complete
One of the skills that characterizes great business data analysts is the ability to communicate practical implications of quantitative analyses to any kind of audience member. Salary Data Set, Description, and Analysis Plan Dognition Data Set, Description, and Analysis Plan Dynamic Data Manipulation and Presentation in Tableau Customizing and Sharing New Data in Tableau...
Machine Learning with Python: from Linear Models to Deep Learning
by Regina Barzilay , Tommi Jaakkola , Karene Chu- 0.0
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15 Weeks
-- Part of the MITx MicroMasters program in Statistics and Data Science. In this course, students will learn about principles and algorithms for turning training data into effective automated predictions. Students will implement and experiment with the algorithms in several Python projects designed for different practical applications. This course is part of theMITx MicroMasters Program in Statistics and Data Science....
$300
Data Science and Machine Learning For Beginners with Python
by Bluelime Learning Solutions- 4.2
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8 hours on-demand video
Learn to Analyse , Make Predictions, Explore data Frames,Clean and Visualize Data But essentially, machine learning is giving a computer the ability to write its own rules or algorithms and learn about new things, on its own. Explore and use Tabular Data Understand Python Variables and Data Structures Understand Python Variables and Data Structures...
$12.99
Clustering & Classification With Machine Learning In R
by Minerva Singh- 4.3
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8 hours on-demand video
You will go all the way from carrying out data reading & cleaning to machine learning to finally implementing powerful machine learning algorithms and evaluating their performance using R. • Data Structures and Reading in R, including CSV, Excel and HTML data • How to Pre-Process and “Clean” data by removing NAs/No data,visualization ...
$12.99
Machine Learning for Data Science using MATLAB
by Nouman Azam- 4.3
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9.5 hours on-demand video
Learn to implement classification and clustering algorithms using MATLAB with practical examples, projects and datasets Additionally, this course is also for you if you have had previous hours and hours of machine learning theory but could never got a change or figure out how to implement and solve data science problems with it. Advance MATLAB Data Types and Data Structures...
$12.99
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