15 Best Data Science Degrees, Courses and Certifications [2018]
If you are looking for an IT career that you like or that you know it has a high demand, the truth is that Data Scientists are one of the careers that are having an increased demand. So, if you want to take a closer look at what you need to know to study Data Science, you should consider getting a data analytics certification.
One of the best things about the Internet is that you have a wide range of data analytic courses to choose from. However, data science online courses are not all the same and they cover many different aspects. In addition, your choice also depends on your knowledge degree and whether or not you want to follow data science as a job.
So, in order to help you, here are the best data analytics certifications that you can get in 2018:
One of the best things about the Internet is that you have a wide range of data analytic courses to choose from. However, data science online courses are not all the same and they cover many different aspects. In addition, your choice also depends on your knowledge degree and whether or not you want to follow data science as a job.
So, in order to help you, here are the best data analytics certifications that you can get in 2018:
#1: Data Science, Deep Learning, & Machine Learning with Python
As you probably already know, Data Scientists are one of the best jobs you can have at the moment. After all, data analysis and statistics are necessary for most businesses. And since there is not a lot of people pursuing this career, this makes your future even brighter.
With about 12 hours of video, the Data Science, Deep Learning, & Machine Learning with Python is perfect if you already have some scripting or programming experience. Along with this data analytics course, you will discover the techniques that real data scientists use in the real life. Most of the Data Science, Deep Learning, & Machine Learning with Python includes the use of Python. However, and even if you never worked with Python before, the Data Science, Deep Learning, & Machine Learning with Python starts with a crash course about it so you won't have any problems following the entire course.
With about 12 hours of video, the Data Science, Deep Learning, & Machine Learning with Python is perfect if you already have some scripting or programming experience. Along with this data analytics course, you will discover the techniques that real data scientists use in the real life. Most of the Data Science, Deep Learning, & Machine Learning with Python includes the use of Python. However, and even if you never worked with Python before, the Data Science, Deep Learning, & Machine Learning with Python starts with a crash course about it so you won't have any problems following the entire course.
Highlights:
- 12 hours of videos with a lot of Python code examples
- learn about artificial intelligence, neural network, and machine learning techniques
- discover how to make predictions using linear regression
- learn to build a spam classifier
- discover how to visualize probability density functions, probability mass functions, and data distributions
- learn how to use decision trees to predict hiring decisions
- finally understand complex multi-level models.
Rating: 4.5 out of 5
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#2: Tableau Expert: Top Visualization Techniques in Tableau 1
When you are looking to improve your visualization skills, you need to work with the best program - Tableau. One of the best things about this visualization program is that everyone can start making amazing visualizations with some practice. However, how can you make yours stand out?
In order to do this, you need to consider taking the Tableau Expert: Top Visualization Techniques in Tableau 10, one of the best big data certifications.
With almost 6 hours of videos, you will discover everything you need to know about Tableau 10. However, this isn't just another theoretical data analysis course; it's also a practical one.
The Tableau Expert: Top Visualization Techniques in Tableau 10 is perfect if graph charts are no longer enough for you and you want to showcase advanced visualizations.
In order to do this, you need to consider taking the Tableau Expert: Top Visualization Techniques in Tableau 10, one of the best big data certifications.
With almost 6 hours of videos, you will discover everything you need to know about Tableau 10. However, this isn't just another theoretical data analysis course; it's also a practical one.
The Tableau Expert: Top Visualization Techniques in Tableau 10 is perfect if graph charts are no longer enough for you and you want to showcase advanced visualizations.
Highlights:
- discover all the techniques you can use with the Tableau 10
- be able to create visualizations and charts that stand out
- learn how to build a Viola Chart
- discover how to visualize Likert Scale survey data
- find out how to develop an advanced Hexbin Chart.
Rating: 4.4 out of 5
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#3: Machine Learning Certification
If you are interested in getting a data science degree and if you already were checking out all the opportunities that there are, you probably already saw Machine Learning mentioned. So, if it caught your attention, you can now enroll on one of the best data science programs in 2018 - the Machine Learning Certification.
Taught by Emily Fox, Amazon Professor of Machine Learning, and Carlos Guestrin, Amazon Professor of Machine Learning, the Machine Learning Certification is a comprehensive program brought by the University of Washington.
The main purpose of the Machine Learning Certification program is to help you gain experience in areas such as prediction, clustering, classification, and information retrieval.
One of the best things about this big data certification is the fact that you will be learning how to create systems which improve and adapt over time, how to analyze complex and large datasets, and even how to build intelligent applications which can make predictions solely based on data.
The Machine Learning Certification is divided into 4 courses: machine learning foundations: a case study approach; machine learning: regression; machine learning: classification; and machine learning: clustering and retrieval.
Taught by Emily Fox, Amazon Professor of Machine Learning, and Carlos Guestrin, Amazon Professor of Machine Learning, the Machine Learning Certification is a comprehensive program brought by the University of Washington.
The main purpose of the Machine Learning Certification program is to help you gain experience in areas such as prediction, clustering, classification, and information retrieval.
One of the best things about this big data certification is the fact that you will be learning how to create systems which improve and adapt over time, how to analyze complex and large datasets, and even how to build intelligent applications which can make predictions solely based on data.
The Machine Learning Certification is divided into 4 courses: machine learning foundations: a case study approach; machine learning: regression; machine learning: classification; and machine learning: clustering and retrieval.
Highlights:
- both theoretical and practical course
- discover how to estimate model parameters and how to tune them with cross-validation
- learn how to describe both the input and output of a regression model
- find out how to analyze a model's performance.
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#4: Data Science Certification
The truth is that when you are looking for a career that has a huge demand, you should consider being or becoming a data scientist. So, with this in mind, one of the best data analytics certification that you can get is the Data Science Certification.
One of the best things about this big data certification is the fact that you will learn all the things you need to start your new career. From asking the right questions and up to make the right inferences and presenting the results in an appeal and visual way, everything is covered in the Data Science Certification.
Check out the top free courses that give you a completion certificate.
Another thing that you'll be glad to know is that the Data Science Certification is not just another theoretical course you enroll. In fact, and in order to complete this data science online course, you will need to complete a capstone project where you will apply what you learned with the course itself.
The Data Science Certification consists of courses that introduce you to the data science art. The course was sponsored by John Hopkins.
One of the best things about this big data certification is the fact that you will learn all the things you need to start your new career. From asking the right questions and up to make the right inferences and presenting the results in an appeal and visual way, everything is covered in the Data Science Certification.
Check out the top free courses that give you a completion certificate.
Another thing that you'll be glad to know is that the Data Science Certification is not just another theoretical course you enroll. In fact, and in order to complete this data science online course, you will need to complete a capstone project where you will apply what you learned with the course itself.
The Data Science Certification consists of courses that introduce you to the data science art. The course was sponsored by John Hopkins.
Highlights:
- discover all you need to know about data science and how you can become an expert in the field
- learn how to make the right questions and make the right inferences
- discover multiple ways to display your results in an appealing form
- end the course with a capstone project.
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#5: Excel to MySQL: Analytic Techniques for Business Certification
The truth is that there are multiple ways to analyze data. While with time you may prefer ones over the others, the truth is that the more skilled and versatile you are, the better.
The Excel to MySQL: Analytic Techniques for Business Certification is, therefore, one of the best data science programs on the market that allow you to get different skills that can be helpful.
With the Excel to MySQL: Analytic Techniques for Business Certification, you will learn how to use some powerful tools such as Tableau, Excel, and MySQL to analyze data, you'll discover how you can create models and forecasts, and you'll even find out how you can easily design visualizations to communicate all your insights.
At the end of the course, you will be able to apply all the skills you learned throughout the course in a final capstone project. Since this course is sponsored by Airbnb, in case you are one of the top Capstone completers, you will be able to show it directly to senior data scientists at Airbnb.
The Excel to MySQL: Analytic Techniques for Business Certification consists of 5 courses: business metrics for data-driven companies; mastering data analysis in Excel; data visualization and communication with Tableau; managing big data with MySQL; and increasing real estate management profits: harnessing data analytics.
The Excel to MySQL: Analytic Techniques for Business Certification is, therefore, one of the best data science programs on the market that allow you to get different skills that can be helpful.
With the Excel to MySQL: Analytic Techniques for Business Certification, you will learn how to use some powerful tools such as Tableau, Excel, and MySQL to analyze data, you'll discover how you can create models and forecasts, and you'll even find out how you can easily design visualizations to communicate all your insights.
At the end of the course, you will be able to apply all the skills you learned throughout the course in a final capstone project. Since this course is sponsored by Airbnb, in case you are one of the top Capstone completers, you will be able to show it directly to senior data scientists at Airbnb.
The Excel to MySQL: Analytic Techniques for Business Certification consists of 5 courses: business metrics for data-driven companies; mastering data analysis in Excel; data visualization and communication with Tableau; managing big data with MySQL; and increasing real estate management profits: harnessing data analytics.
Highlights:
- The course is from Duke University
- learn how to formulate data questions
- discover the best ways to visualize datasets
- use different methods to manage your data - MySQL, Excel, and Tableau
- learn to build models.
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#6: Data Science and Machine Learning Bootcamp with R
With over 100 hours of video tutorials, the Data Science and Machine Learning Bootcamp with R is one of the most complete data analytics certifications that you can get in 2018.
Designed for both experienced developers who want to make the jump to data science as well as for complete beginners, you will also get detailed code notebooks for all lectures.
With this data science online course, you will learn how you can start programming with R, how to use Machine Learning with R, and how you can create the ultimate and most beautiful and intuitive data visualizations.
The Data Science and Machine Learning Bootcamp with R will start teaching you how to program with R and you'll then discover its advanced features, and will start using R data frames to solve complex tasks. You will also discover how to use R to handle Excel files, to do web scraping, and even how to connect R with MySQL. In terms of visualizations, you'll learn how to use both ggplot2 and ploty.
Designed for both experienced developers who want to make the jump to data science as well as for complete beginners, you will also get detailed code notebooks for all lectures.
With this data science online course, you will learn how you can start programming with R, how to use Machine Learning with R, and how you can create the ultimate and most beautiful and intuitive data visualizations.
The Data Science and Machine Learning Bootcamp with R will start teaching you how to program with R and you'll then discover its advanced features, and will start using R data frames to solve complex tasks. You will also discover how to use R to handle Excel files, to do web scraping, and even how to connect R with MySQL. In terms of visualizations, you'll learn how to use both ggplot2 and ploty.
Highlights:
- comprehensive data science online course with 100 hours of video tutorials and code notebooks for all lectures
- learn how to program with R
- discover how to visualize your data
- find out how you can use R to handle web scraping, MySQL, CSV, and Excel files
- learn how to use R to manipulate data easily, for Machine Learning Algorithms, and for data science.
Rating: 4.6 out of 5
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#7: Data Structures and Algorithms Certification
If you're looking for the best data science program that covers algorithms, one of the best choices that you have is the Data Structures and Algorithms Certification.
The truth is that the Data Structures and Algorithms Certification is probably one of the hardest courses you have on this list. However, it can really pay off when you have your next job interview.
Along with the Data Structures and Algorithms Certification, you will learn different algorithm techniques for solving multiple computational problems. In addition, you will be required to implement around 100 algorithm coding problems in any programming language of your choice.
The Data Structures and Algorithms Certification includes 6 different courses: algorithm toolbox; data structures; algorithms on graphs; algorithms on strings; advanced algorithms and complexity; and genome assembly programming challenge.
The Data Structures and Algorithms Certification was put together by UC San Diego, the Higher School of Economics, the Computer Science Center, and Yandex.
The truth is that the Data Structures and Algorithms Certification is probably one of the hardest courses you have on this list. However, it can really pay off when you have your next job interview.
Along with the Data Structures and Algorithms Certification, you will learn different algorithm techniques for solving multiple computational problems. In addition, you will be required to implement around 100 algorithm coding problems in any programming language of your choice.
The Data Structures and Algorithms Certification includes 6 different courses: algorithm toolbox; data structures; algorithms on graphs; algorithms on strings; advanced algorithms and complexity; and genome assembly programming challenge.
The Data Structures and Algorithms Certification was put together by UC San Diego, the Higher School of Economics, the Computer Science Center, and Yandex.
Highlights:
- this data science online course is a mix of theory and practice
- learn algorithm techniques to solve multiple computational problems
- it includes two huge projects: Big Networks and Genome Assembly that will help you implement all that you learned and develop your skills.
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#8: Statistics with R Certification
When you are searching for the best data science program that includes a certification, you should consider checking out the Statistics with R Certification.
Sponsored by Duke University, the Statistics with R Certification will teach you how to analyze and visualize data in R as well as it will teach you how you can easily create data analysis reports. However, this is not all that you're going to learn with this data analytics certification. You will also discover how to perform Bayesian and frequentist statistical inference as well as modeling. This will allow you to make the right decisions as well as to communicate the statistical results correctly.
The Statistics with R Certification includes 5 different courses: an introduction to probability and data; inferential statistics; linear regression and modeling; Bayesian statistics; and statistics with R Capstone.
Sponsored by Duke University, the Statistics with R Certification will teach you how to analyze and visualize data in R as well as it will teach you how you can easily create data analysis reports. However, this is not all that you're going to learn with this data analytics certification. You will also discover how to perform Bayesian and frequentist statistical inference as well as modeling. This will allow you to make the right decisions as well as to communicate the statistical results correctly.
The Statistics with R Certification includes 5 different courses: an introduction to probability and data; inferential statistics; linear regression and modeling; Bayesian statistics; and statistics with R Capstone.
Highlights:
- perfect for beginners
- learn about Bayesian and frequentist statistical inference
- discover how to model
- discover how to visualize the data results
- find out how you can make better decisions.
Rating: No rating available
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#9: Big Data Certification
When you want to make sure that you make the best business decisions, you need to have a good knowledge about probabilities and statistics. So, one of the best data analytics course on the market is the Big Data Certification.
The truth is that with the Big Data Certification, you will be able to understand how big data is not only organized as well as how it should be analyzed and interpreted.
Get a certificate of completion with these top free online courses.
With the Big Data Certification, you will get in touch with the same systems and tools that actual engineers and big data scientists use.
One of the best things about this course is the fact that when you complete it, you will be able to ask the right questions about the data, to communicate your results in a clear manner, as well as you'll also discover how you can do some basic exploration of large and complex datasets.
At the end of this course, you will need to do a Capstone Project where you'll be able to apply all the concepts that you learned throughout the course.
The truth is that with the Big Data Certification, you will be able to understand how big data is not only organized as well as how it should be analyzed and interpreted.
Get a certificate of completion with these top free online courses.
With the Big Data Certification, you will get in touch with the same systems and tools that actual engineers and big data scientists use.
One of the best things about this course is the fact that when you complete it, you will be able to ask the right questions about the data, to communicate your results in a clear manner, as well as you'll also discover how you can do some basic exploration of large and complex datasets.
At the end of this course, you will need to do a Capstone Project where you'll be able to apply all the concepts that you learned throughout the course.
Highlights:
- this program includes 6 different courses and was created by UC San Diego
- discover how you can do big data modeling and integration
- learn about machine learning with big data
- find out the best ways to visualize the results.
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#10: Applied Data Science with Python Certification
If you are looking for the best data science program, one of the courses that you should consider checking out is the Applied Data Science with Python Certification.
Created by the University of Michigan and taught by experts in the field, the Applied Data Science with Python Certification includes 5 courses: an introduction to data science in Python; applied plotting, charting & data representation in Phyton; and applied machine learning in Python.
Please notice that in order to enroll in this course, you need to have some background in Python. Within this course, you will be able to learn about machine learning, text analysis, information visualization, as well as social network analysis techniques.
Created by the University of Michigan and taught by experts in the field, the Applied Data Science with Python Certification includes 5 courses: an introduction to data science in Python; applied plotting, charting & data representation in Phyton; and applied machine learning in Python.
Please notice that in order to enroll in this course, you need to have some background in Python. Within this course, you will be able to learn about machine learning, text analysis, information visualization, as well as social network analysis techniques.
Highlights:
- course brought by the University of Michigan
- you need to have some programming background, preferably Python
- learn about the most popular Python toolkits such as networkx, nltk, matplotbib, and pandas.
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#11: Deep Learning Specialization
The truth is that more and more people are gaining interest in Artificial Intelligence (AI). If this is your case and no matter if you want to take the extra knowledge and skills to switch careers or not, the Deep Learning Specialization is one of the best data science programs on the market in 2018.
The Deep Learning Specialization is divided into 5 different courses: neural networks and deep learning; improving deep neural networks: hyperparameter tuning, regularization and optimization; structuring machine learning projects; convolutional neural networks; and sequence models.
Along with this powerful course, you will learn everything you need to know about deep learning including how to build neural networks as well as you'll learn how to lead successful machine learning projects.
One of the best things about the Deep Learning Specialization is the fact that you will have the unique opportunity to work on case studies from music generation, sign language reading, natural language processing, autonomous driving, and healthcare. In addition, and besides you are going to have some theory along with the course, you will also be able to put everything into practice in TensorFlow and Python.
The Deep Learning Specialization is divided into 5 different courses: neural networks and deep learning; improving deep neural networks: hyperparameter tuning, regularization and optimization; structuring machine learning projects; convolutional neural networks; and sequence models.
Along with this powerful course, you will learn everything you need to know about deep learning including how to build neural networks as well as you'll learn how to lead successful machine learning projects.
One of the best things about the Deep Learning Specialization is the fact that you will have the unique opportunity to work on case studies from music generation, sign language reading, natural language processing, autonomous driving, and healthcare. In addition, and besides you are going to have some theory along with the course, you will also be able to put everything into practice in TensorFlow and Python.
Highlights:
- finally master all aspects related to Deep Learning and AI
- understand how you can apply deep learning
- apply the theoretical concepts you learn throughout the course into practice in multiple industries.
Rating: No rating available
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#12: Tableau 10 A-Z: Hands-On Tableau Training For Data Science!
When you want to work as a data scientist, one of the most important things that you need to know how to do, besides analyzing the data itself, is to show it in a pleasant way. This is why we have been seeing the launching of multiple platforms and software that allow you to do this. However, one of the best ones still is Tableau.
If you want to be able to display your data results in a better way and clearly stand out, one of the things that you can do is to enroll in the Tableau 10 A-Z: Hands-On Tableau Training For Data Science! course.
While you may think it is only an aesthetics matter, the truth is that when you correctly visualize data, especially big data you are able to get a lot more information (and better quality information) that allows you to make better business decisions. These may be related to production bottlenecks, sales trends, customer purchase behavior, among others.
With the Tableau 10 A-Z: Hands-On Tableau Training For Data Science!, you will finally be able to connect Tableau with a variety of datasets, visualize the data in the form of various maps, plots, and charts, analyze, join, blend, and calculate data, as well as convert your raw data into beautiful and compelling data visualizations.
One of the best things about the Tableau 10 A-Z: Hands-On Tableau Training For Data Science! is the fact that you can start with the chapter or module that you prefer, depending on what you are looking to do first. This is only possible because each module is devoted to a specific topic and it also includes specific datasets and exercises to challenge you.
If you want to be able to display your data results in a better way and clearly stand out, one of the things that you can do is to enroll in the Tableau 10 A-Z: Hands-On Tableau Training For Data Science! course.
While you may think it is only an aesthetics matter, the truth is that when you correctly visualize data, especially big data you are able to get a lot more information (and better quality information) that allows you to make better business decisions. These may be related to production bottlenecks, sales trends, customer purchase behavior, among others.
With the Tableau 10 A-Z: Hands-On Tableau Training For Data Science!, you will finally be able to connect Tableau with a variety of datasets, visualize the data in the form of various maps, plots, and charts, analyze, join, blend, and calculate data, as well as convert your raw data into beautiful and compelling data visualizations.
One of the best things about the Tableau 10 A-Z: Hands-On Tableau Training For Data Science! is the fact that you can start with the chapter or module that you prefer, depending on what you are looking to do first. This is only possible because each module is devoted to a specific topic and it also includes specific datasets and exercises to challenge you.
Highlights:
- discover all the features that the Tableau 10 includes
- find out how you can use different datasets (Excel and CSV files) with Tableau
- learn how to create pie charts, scatterplots, maps, area charts, bar charts, treemaps, storylines, and interactive dashboards
- discover how to create calculated fields and table calculations
- learn all about the filters.
Rating: 4.7 out of 5
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#13: Data Science A-Z™: Real-Life Data Science Exercises Included
When you are looking for the best data science program that is not just all theory but that it also includes a lot of practical questions, one of the best data analytics courses that you can enroll in is the Data Science A-Z™: Real-Life Data Science Exercises Included.
As a data scientist, you will experience many problems with the data itself. From irregularities, anomalies and even corrupt data can really be a pain. So, with the Data Science A-Z™: Real-Life Data Science Exercises Included, you will finally be able to make sure that your data is cleaned and prepared for analysis as you will learn how to model and curve-fit your data. In addition, you'll discover how to do some basic visualization of your data.
With the Data Science A-Z™: Real-Life Data Science Exercises Included course, you will also develop additional skills in different tools such as Gretl, Tableau, SSIS, and SQL.
As a data scientist, you will experience many problems with the data itself. From irregularities, anomalies and even corrupt data can really be a pain. So, with the Data Science A-Z™: Real-Life Data Science Exercises Included, you will finally be able to make sure that your data is cleaned and prepared for analysis as you will learn how to model and curve-fit your data. In addition, you'll discover how to do some basic visualization of your data.
With the Data Science A-Z™: Real-Life Data Science Exercises Included course, you will also develop additional skills in different tools such as Gretl, Tableau, SSIS, and SQL.
Highlights:
- learn the theory and practice all the skills that you get throughout the course
- use Tableau to create basic visualizations and perform data mining
- discover how to create both simple linear and multiple linear regressions
- discover how to operate with false negatives and false positives
- learn about the CAP curve
- gain skills in SQL Server and Microsoft Visual Studio Shell
- discover how to model your data using Gretl, Tableau, SSIS, and SQL.
Rating: 4.5 out of 5
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#14: Tableau 10 Advanced Training: Master Tableau in Data Science
When you want to make sure that you are on top of one of the best tools for visualizing data, you want to get some skills on Tableau. The truth is that this is one of the best tools on the market and it allows you to make beautiful and intuitive data visualizations that will make you stand out.
Even though we already showed you some courses that include Tableau, with the Tableau 10 Advanced Training: Master Tableau in Data Science, you will get a more advanced knowledge about this powerful tool.
One of the best things about the Tableau 10 Advanced Training: Master Tableau in Data Science is the fact that it includes a lot of analytics of the real world which you can be sure that will be quite helpful.
Along with this course, you will discover how to use sets and groups to make sure that you are more efficient and you'll discover all you need to know about Table Calculations. In addition, Tableau is also great in terms of analytics and data mining as well as in terms of animations that will leave your boss speechless.
Even though we already showed you some courses that include Tableau, with the Tableau 10 Advanced Training: Master Tableau in Data Science, you will get a more advanced knowledge about this powerful tool.
One of the best things about the Tableau 10 Advanced Training: Master Tableau in Data Science is the fact that it includes a lot of analytics of the real world which you can be sure that will be quite helpful.
Along with this course, you will discover how to use sets and groups to make sure that you are more efficient and you'll discover all you need to know about Table Calculations. In addition, Tableau is also great in terms of analytics and data mining as well as in terms of animations that will leave your boss speechless.
Highlights:
- discover all the Tableau 10 functionalities and how to take advantage of each one of them
- learn how to create and use groups and static and dynamic sets
- use and control sets in the way you want
- discover how to create interactive dashboards
- discover all you need to know about Table Calculations.
Rating: 4.7 out of 5
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#15: Deep Learning A-Z™: Hands-On Artificial Neural Networks
Last but not least, you also have the opportunity to make your share in the artificial intelligence industry. After all, who hasn't heard about autonomous driving or IBM Watson which is diagnosing patients, just to mention a few?
However, as AI advances, the more complex the problems become. And one of the best ways to solve them is by using Deep Learning.
With the Deep Learning A-Z™: Hands-On Artificial Neural Networks, you will learn how to use two of the most popular libraries for Deep Learning which are open-source - Pytorch and Tensorflow. But that's not all. You'll also get the grasp with Theano, Keras, and even scikit-learn which is the most practical Machine Learning library.
Filled with powerful and useful information, the Deep Learning A-Z™: Hands-On Artificial Neural Networks is useful for both beginners and more advanced users. One of the best things about this course is that it includes plenty of real-world case studies and you will be able to solve 6 challenges: the churn modeling problem, the image recognition, the stock price prediction, the fraud detection, the Amazon product suggestions, and the Netflix movie recommendations.
However, as AI advances, the more complex the problems become. And one of the best ways to solve them is by using Deep Learning.
With the Deep Learning A-Z™: Hands-On Artificial Neural Networks, you will learn how to use two of the most popular libraries for Deep Learning which are open-source - Pytorch and Tensorflow. But that's not all. You'll also get the grasp with Theano, Keras, and even scikit-learn which is the most practical Machine Learning library.
Filled with powerful and useful information, the Deep Learning A-Z™: Hands-On Artificial Neural Networks is useful for both beginners and more advanced users. One of the best things about this course is that it includes plenty of real-world case studies and you will be able to solve 6 challenges: the churn modeling problem, the image recognition, the stock price prediction, the fraud detection, the Amazon product suggestions, and the Netflix movie recommendations.
Highlights:
- discover how to understand and use the intuition behind Artificial Neural Networks
- discover how to understand and use the intuition behind Convolutional Neural Networks
- discover how to understand and use the intuition behind Recurrent Neural Networks
- discover how to understand and use the intuition behind Self-Organizing Maps
- discover how to understand and use the intuition behind Boltzmann Machines
- discover how to understand and use the intuition behind AutoEncoders