How are Big Data and Machine Learning related?
Big Data and Machine Learning are not two comparable concepts; rather they are complementary concepts that work together to define and implement Machine Learning systems. Big Data refers to the large chunk of unstructured data which is collected from various systems such as transaction data, customer data, business data, etc. Machine Learning is the technique used to enable machines and systems to self-learn rather than the user coding all the business logic. Machine Learning algorithms refer to the Big Data to derive useful trends & patterns so as to create automated incomes to specific use-cases.
How Machine Learning is important for Data Science?
Machine learning is an integral part of data science and is used to solve many predictive analytics business problems. Any data science problem wherein historical data is used to predict future occurrences requires knowledge and implementation of ...
Which is better in terms of salary and long term growth in data science and machine learning.
Data science is a more generic stream of study which encompasses data analysis, machine learning, data visualization, statistical modeling, data engineering, business intelligence, etc. Therefore, from the perspective of opportunities, data science ...
What is after Data Science?
The career roadway after Data Science depends largely on the interests of the individual. Post becoming an expert in the field of Data Science if the individual yearns to seek a career in management & business strategy; then he may shift roles and ...
Can I be a Data Scientist without Mathematics and Statistics?
Becoming a successful data scientist without knowledge and acumen in mathematics or statistics is highly improbable as these are the fundamental blocks of data science. All statistical models, optimization algorithms, machine learning algorithms, ...
What is the difference between Data Science,Data Analytics and Business Analytics?
Data Analytics, Business Analytics, and Data Science, though different connotations, has a rather thin line of demarcation between them. Data Analytics is primarily based on massaging & harmonizing the back-end unstructured data of the business, and ...