Data Science

Statistics for Beginners – Basic Statistical Concepts

Hits: 7 (Basic Statistics for Citizen Data Scientist) Basic Statistical Concepts Statistics plays a central role in research in the social sciences, pure sciences and medicine. A simplified view of experimental research is as follows: You make some observations about the world and then create a theory consisting of a hypothesis and possible alternative hypotheses …

Statistics with R for Business Analysts – Random Forest

Hits: 38 (R Tutorials for Citizen Data Scientist) Statistics with R for Business Analysts – Random Forest In the random forest approach, a large number of decision trees are created. Every observation is fed into every decision tree. The most common outcome for each observation is used as the final output. A new observation is …

Statistics with R for Business Analysts – Decision Tree

Hits: 18 (R Tutorials for Citizen Data Scientist) Statistics with R for Business Analysts – Decision Tree Decision tree is a graph to represent choices and their results in form of a tree. The nodes in the graph represent an event or choice and the edges of the graph represent the decision rules or conditions. …

Statistics with R for Business Analysts – Normal Distribution

Hits: 8 (R Tutorials for Citizen Data Scientist) Statistics with R for Business Analysts – Normal Distribution In a random collection of data from independent sources, it is generally observed that the distribution of data is normal. Which means, on plotting a graph with the value of the variable in the horizontal axis and the …

Python Vs R – Which should I learn for Business Data Analytics?

Hits: 690 R Vs Python – Which should I learn for Business Data Analytics? Now, it’s the time for a battle of two most demanding programming languages that is R vs Python. We will go deep in understanding the differences between the two languages. And, I assure you that you will not have any confusion …

Data Science vs. Data Analytics vs. Machine Learning – What are the difference among them?

Hits: 220  Data Science vs. Data Analytics vs. Machine Learning Data science, analytics, and machine learning are growing at an astronomical rate and companies are now looking for professionals who can sift through the goldmine of data and help them drive swift business decisions efficiently. IBM predicts that by 2020, the number of jobs for all U.S. …

Data Science and Machine Learning for Beginners in R – Tensorflow and Keras with Dropout layers using Mushroom Dataset

Hits: 719 In this Applied Machine Learning & Data Science Coding Recipe, the reader will find the practical use of applied machine learning and data science in Python and R programming. Data Science and Machine Learning for Beginners in R – Tensorflow and Keras with Dropout layers using Mushroom Dataset. What should I learn from …

Data Science and Machine Learning for Beginners in R – Bagging Ensemble Algorithms using Mushroom Dataset

Hits: 135 In this Applied Machine Learning & Data Science Coding Recipe, the reader will find the practical use of applied machine learning and data science in Python and R programming. Data Science and Machine Learning for Beginners in R – Bagging Ensemble Algorithms using Mushroom Dataset. What should I learn from this Applied Machine …

Data Science and Machine Learning for Beginners in R – Naive Bayes Algorithm using Mushroom Dataset

Hits: 98 In this Applied Machine Learning & Data Science Coding Recipe, the reader will find the practical use of applied machine learning and data science in Python and R programming. Data Science and Machine Learning for Beginners in R – Naive Bayes Algorithm using Mushroom Dataset. What should I learn from this Applied Machine …

Data Science and Machine Learning for Beginners in R – KNN Algorithm using Mushroom Dataset

Hits: 102 In this Applied Machine Learning & Data Science Coding Recipe, the reader will find the practical use of applied machine learning and data science in Python and R programming. Data Science and Machine Learning for Beginners in R – KNN Algorithm using Mushroom Dataset. What should I learn from this Applied Machine Learning …

Data Science and Machine Learning for Beginners in R SVM using Mushroom Dataset

Hits: 45 In this Applied Machine Learning & Data Science Coding Recipe, the reader will find the practical use of applied machine learning and data science in Python and R programming. Data Science and Machine Learning for Beginners in R SVM using Mushroom Dataset. What should I learn from this Applied Machine Learning & Data …

Data Science and Machine Learning for Beginners in Python Decision Tree using Mushroom Dataset

Hits: 355 In this Applied Machine Learning & Data Science Coding Recipe, the reader will find the practical use of applied machine learning and data science in Python and R programming: Data Science and Machine Learning for Beginners in Python Decision Tree using Mushroom Dataset. What should I learn from this Applied Machine Learning & …

Learn by Coding | Machine Learning & Data Science for Beginners in Python GBM | MCCV | Mushroom Dataset

Hits: 278 In this Applied Machine Learning & Data Science Recipe (Jupyter Notebook), the reader will find the practical use of applied machine learning and data science in R programming: Machine Learning & Data Science for Beginners in Python using Gradient Boosting Monte Carlo Cross Validation Algorithm with Mushroom Dataset. What should I learn from …

Machine Learning & Data Science for Beginners in Python | Gradient Boosting | Grid Search Cross Validation | Mushroom Dataset

Hits: 233 In this Applied Machine Learning & Data Science Recipe (Jupyter Notebook), the reader will find the practical use of applied machine learning and data science in R programming: Machine Learning & Data Science for Beginners in Python using Gradient Boosting Grid Search Cross Validation Algorithm with Mushroom Dataset. What should I learn from …

Machine Learning & Data Science for Beginners in Python | Mushroom Dataset | Random Forest | Monte Carlo Cross Validation

Hits: 138 In this Applied Machine Learning & Data Science Recipe (Jupyter Notebook), the reader will find the practical use of applied machine learning and data science in R programming: Machine Learning & Data Science for Beginners in Python using Random Forest Monte Carlo Cross Validation Algorithm with Mushroom Dataset. What should I learn from …