Saturday, June 17, 2017

Top 10 Data Science video tutorials | Learn Data Science step by step

In the recent years, the demand for the data scientists is growing rapidly as the tons of data is generated from the various business sources such as finance, banking healthcare, eCommerce, public agencies, etc,. All these data are stored in the database and managed by Hadoop. To extract the meaningful inference from the large sets of data, companies are indulging the data science and machine learning concepts to prevent Risks, Frauds, predicting the price and to provide a personalized experience to the customers etc,. and developing a product for growing their business.

Here is the list of Top 10 Data Science video tutorials to get started into the world of data science and to get acquainted with Data science concepts. These video tutorials help you to master and impart in-depth knowledge to become a Data Scientist:
Top 10 Data Science video tutorials
Top 10 Data Science video tutorials 

Data Science A-Z™: Real-Life Data Science Exercises Included

This video tutorial is one of the popular video tutorials on the web and the instructor Kirill Eremenko explains the Data Science concepts very clearly in an easy to follow and understand, even the person who doesn't have any knowledge on Microsoft Excel can learn the Data Analysis from this video tutorial. The instructor walks you through the tools such as SQL, Tableau, Gretl, SSIS. By the end of this video tutorial, you will be able to learn how to clean and prepare for analysis, perform, model, curve-fit and finally present the data.  This video tutorial is suitable for the students who want build a Data Science career. After going through this video tutorial, you can go through the Machine Learning A-Z™: Hands-On Python & R In Data Science to master in Data Science with Machine Learning concepts.

Python for Data Science and Machine Learning Bootcamp

This video tutorial is designed for both beginners and data scientists. I would say this video tutorial will be helpful to the job seekers and data scientists who want to build their career in machine learning. In this video tutorial, you will learn the use of Python for machine learning and Data science. You will able to learn how to implement the machine learning algorithms.

Intro to Data Science

This video tutorial is completely for Data Science beginners and little knowledge of Python is required. Here in the video tutorial, you will learn the fundamental concepts of Data Science, Data manipulation, data Analysis with Statistics and machine learning, Data communication with information visualization, In this video tutorial, the instructors not only covers on a single topic rather they will focus on breadth and present the topics briefly. After completing this video tutorial, you confidence will level up to become a data scientist.

Data Science Certification Training Course

This video tutorial helps you to learn data Analysis with R language. The instructor covers the Data science concepts such as project life cycle, data acquisition, analysis, statistical methods and machine learning. By the end of this video tutorial, you will learn about the Data Modeling and machine learning algorithms like K-Means Clustering,  predictive analytics, and Naïve Bayes. You will also learn how to connect R with Hadoop with the real-time examples such as movie recommendations and market basket analysis

Introduction to Data science

This video tutorial is completely for the beginners and in this video tutorial, the instructor covers installing, working data science tools, R programming overview and using the data Science tool, you will be analyzing and cleaning the data, in-depth data analysis, using the statistical models such as regression model to solve the real world problems. Then you'll learn classification trees, Naive Bayes, and random forests to predict the solutions for the real world problems. This video tutorial is brought you by Coursera and instructors of this video tutorial are from the popular leading professors.

Applied Data Science with Python

This video tutorial is created by the University of Michigan and taught by Christopher Brooks. This video tutorial is one stop point which covers all the topics and concepts required to master in Data Science such as data manipulations and cleaning up of data using the Python panda pandas data science library. By the end of this video tutorial, you will be able to take tabular data, clean it,  manipulate it, and you will be to confidently to run the basic inferential statistical analysis. 

Learning Python for Data Analysis and Visualization

This video tutorial is suitable for the beginners who want learn Python as well as data science, or data visualizations. The instructor keeps it simple and easy to understand which helps you to understand the basic concepts the Machine learning and Python at the same time. This video is not suitable for the students who already know Machine Learning concepts as this video tutorial covers basic concepts of Machine Learning such as Numpy, Pandas, and Seaborn provides a solid foundation for deeper dive into machine learning with python.

Data Science Foundations: Fundamentals

Data Science Foundations: Fundamentals is a popular video tutorial and this is an introductory video tutorial for beginners who are new to Data Science. In this video tutorial, he walks you programming statistics, data analysis, machine learning, visualization and big data. He also demonstrates how to use the web API's and page scraping and also introduces R, Python, and SQL. By the end of this video tutorial, you will be able to learn how to provide in-depth insights from complex problems in the real world.

Python for Data Science Essential Training

In this video tutorial, you will learn Python and how it is used in Data Science. The instructor covers Python methods for preparing, cleaning, reformatting, visualizing for you in analytics, data science. She also covers the machine learning algorithms such as linear, Regression, Naive Bayes algorithms and then she moves with clustering, classification, hierarchical, K-N. She also demonstrates how to visualize the data using and how to use python for web scraping and capture the data sets.

Data Science Certification Training - R Programming

In this video tutorial, you'll learn the data science with R language which helps you understand the in-depth knowledge on various data analytics techniques. This video tutorial also includes the real-time examples, case studies, and includes R CloudLabs for practice. Through this video tutorial, you'll learn R language, R studio, R packages etc,.In the video tutorial, you will learn statistical concepts such as linear and logistic regression, cluster analysis, and forecasting. You will also learn hypothesis testing. I would definitely this recommend going through this video tutorial without miss,

Introduction to Computational Thinking and Data Science

Learn the Data Science under the guidance of MIT(Massachusetts Institute Of Technology) professors. In order to seek this video tutorial, you should have knowledge of Python programming and a rudimentary knowledge. In this video tutorial, they cover Dynamic programming, Knapsack problem, Graphs and graph optimization, Probability, Distributions, Curve fitting  This video tutorial is helps you to learn and master in the Data science and I would also recommend going through the Analytics Edge which helps you to gain hands-on experience on Data Science

From every video tutorial, you will learn something new, so I believe that more you explore, you more learn. 

Therefore, I would also recommend checking the below video tutorial, Data Science: Practical Deep Learning in Theano + TensorFlowApplied Data Science with Python and Data Science Certification Training

Want to learn and master in Python, check out Top 10 video tutorials to learn Python

Happy Learning :)