Big Data: Instructional Materials


Tier-I Indian Institutes Offering Analytics Courses To Bridge AI Talent Gap

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In the changing tech scenario in India, noted and well-established institutes have now also started to step forward and train students as well as the professionals in artificial intelligence and machine learning. The institutes are providing both the current needs of algorithms and mathematical insights as well as practical experiences. In this article, we list 5 tier-1 institutes that have added courses on artificial intelligence in India. About The Programme: This institute launched a dual degree specialisation in data science as well as in robotics in the year 2018. Any B.Tech student can enroll in this programme based on the CGPA cut-off of 8.0 at the end of the 5th semester.


Data Science & Machine Learning using Python - A Bootcamp

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This is one of the most comprehensive course on any e-learning platform (including Udemy marketplace) which uses the power of Python to learn exploratory data analysis and machine learning algorithms. You will learn the skills to dive deep into the data and present solid conclusions for decision making.


Machine Learning With H2O -- Hands-On Guide for Data Scientists - DZone AI

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H2O is the world's number one machine learning platform. It is an open-source software, and the H2O-3 GitHub repository is available for anyone to start hacking. This hands-on guide aims to explain the basic principles behind H2O and get you as a data scientist started as quickly as possible in the most simple way. The rest is just machine learning. After reading this guide, you'll be able to: As a data scientist, you're most likely to use R and/or Python. Interestingly, H2O makes it easy to seamlessly switch Python, R, and other data science tools while still working on the same project. This allows data scientists to interact more easily, as well as use the best tool for the job, but the possibilities do not stop there. H2O also offers its own web-based interface named Flow. By means of Flow, data scientists are able to import, explore, and modify datasets, play with models, verify models performances, and much more. Flow is beautiful and a quick way to do machine learning.


Online Python Programming Certification Training Course Simpliv

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The Information Technology world is waiting for you. This wonderfully flexible, object-oriented language is best learnt when it is learnt with examples. Simpliv offers tons of examples to help you understand the concepts and learn how to implement them in real life to integrate systems. Our course offers you knowledge of how to put Python to the highest use it is capable of being put to: web development, GUI, software development, system admin, and what not. Ideal for anyone who wants to put Python to its optimal use.. Programmers, Developers, Technical Leads, Architects, Freshers,Data Scientists, Data Analysts,Business Intelligence Managers.


Data Science:Data Mining & Natural Language Processing in R

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Learn to carry out pre-processing, visualization and machine learning tasks such as: clustering, classification and regression in R. You will be able to mine insights from text data and Twitter to give yourself & your company a competitive edge. I use easy-to-understand, hands-on methods to simplify and address even the most difficult concepts in R. My course will help you implement the methods using real data obtained from different sources. Many courses use made-up data that does not empower students to implement R based data science in real life. After taking this course, you'll easily use packages like caret, dplyr to work with real data in R.


Machine Learning: End-to-End guide for Java developers – The world's largest ebook library

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This course is the right resource for anyone with some knowledge of Java programming who wants to get started with Data Science and Machine learning as quickly as possible. If you want to gain meaningful insights from big data and develop intelligent applications using Java, this course is also a must-have. Machine Learning is one of the core area of Artificial Intelligence where computers are trained to self-learn, grow, change, and develop on their own without being explicitly programmed. This course demonstrates complex data extraction and statistical analysis techniques supported by Java, applying various machine learning methods, exploring machine learning sub-domains, and exploring real-world use cases such as recommendation systems, fraud detection, natural language processing, and more, using Java programming. The course begins with an introduction to data science and basic data science tasks such as data collection, data cleaning, data analysis, and data visualization.


Top 5 Resources for Data Science and Machine Learning

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Data is the new oil. And Machine Learning is the fire. Whoever controls these two will control the world. No, the above is not some pompous phrase picked up from a dystopian novel. The new world order is all about collecting vast amounts of relevant data and processing it into actionable insights -- something the human race hasn't been able to do in history.


How to Fix Bias in Big Data and Artificial Intelligence

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Big data analytics and machine learning are on the rise and set for massive further growth over the coming years. The results of a survey conducted jointly by MIT Technology Review and Google Cloud showed that 60 percent of respondents have already implemented a machine learning strategy in their organization. Furthermore, Deloitte predicts that spending on machine learning (ML) and AI will nearly quadruple from $12 billion in 2017 to $57.6 billion in 2021. Amidst this growing popularity, a growing concern is that algorithms are only as good as the data that's fed into them. The old adage "garbage in, garbage out" applies to AI and ML as much as it does to any other computing-based system.


Learning to Employment: Best Resources for Data Science, Machine Learning, Deep Learning & AI

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Buy the guide with confidence and without fear. This guide was written to help you. If you're not happy, email team@datascienceweekly.org and you'll receive a refund.


45 Best Data Science Certification for Data Scientists JA Directives

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Are you looking for Best Data Science Degree Online? This Online Data Science Course list will help you to become a top Data Scientist. Data science or data-driven science is one of today's fastest-growing fields. Do you want to become a Data Scientist in 2019? The list of the Data Science Degree will give you a clear idea from data science definition to expert's levels. If you don't know how to get data scientist certification then this data science certificate programs online will help you to get an online data science certificate. You will be able to get Microsoft data science certification or even Harvard data science certificate with this excellent collection of online courses. Also, this Data Science training will give you an idea about data science, python, data scientist, big data, analytics, machine learning, deep learning and Artificial Intelligence (AI) which are the most booming topics now. You can be a data science master in a short period of time. All big companies, publishers, advertisers, and other industries are now highly depended on data science or machine learning. So, it is high time to learn some skills in data science, for example, get the high demanded Data Science online certifications. How does it work at the present time, why data scientist's career and data science jobs are in top position? If you like a trendy career, you have that opportunity right now and get hired by the big industries. At the same time, online entrepreneurs and business personals also need to update themselves with the fundamental machine learning skills to compete with the fast-moving industry. Below are few best Data Science online courses that might assist you to jump-start the knowledge of data science sector. Best Data Science online tutorial and programs listing displays the'Best Course,' 'Product Description,' 'Rating,' 'Students Enrolled' 'Product's Image' and as well as an Enroll button to purchase the Courses from respective learning platforms for your convenience. Description: If you want to become a successful data scientist then you should take this course. Just learning statistics, data visualization and data wrangling is not enough. You also need to know how to ask the right questions and tell the right story from your data. Description: If you want to learn machine learning then this is the perfect course for you. Two professional data scientists designed this course so that you can learn the theory and algorithms behind the machine learning. If you just learn the coding libraries then you will not know what is actually going on in the back end. In fact, you will not be able to perform well in the industries. Which is why this is a very good course to get started into the machine learning world. The course also includes study materials about coding libraries.