DATA SCIENCE Online Training
Duration22 class - 46 Hours
CategoriesServices/DATA SCIENCE Online Training
Data Science Online Training
Data science has become a very important tool for all business organizations around the world. It has become crucial for companies in all sorts of industries. There is a certain reason for which this has become so popular among people in every corner of the world. The most popular reason is that with the help of this process, all the business organizations are being able to solve all the challenges and difficulties they face in the paths of their business in a very easy and simple way. They have found this process easier than the other traditional ways they used to use while challenges used to knock at their door. Today with the help of data science the entire thing has become very easier for all the business organizations. Since the organizations have found it easier and profitable so they have started giving special attention to this and also started hiring candidates who have good knowledge over this entire field. Everyone needs academic knowledge in this sector so that they can be suitable for doing jobs in the world of data science successfully. Along with the students, professionals from other sectors also can come to this field. data science online training in Bangalore,They also need proper training and for the sake of those people, various institutions have started providing.
In the city of Bangalore, various educational institutions are about to offer effective online courses regarding data science. These online courses are completely designed for working candidates only. With a particular amount of charge, candidates can attend those classes over the internet by sitting at their homes. The working candidates can't attend the classroom programs of those institutions. Due to this reason, most of the institutions there have started their online platforms for the sake of catching the attention of various working candidates. They cover all the aspects of this field like their classroom sessions. In the online platforms also they teach the students by their highly talented teaching staff. In the platforms of the various data science online courses in Bangalore by the educational institutes there, all the sections of the courses are covered with top-level attention. The trainers cover both the basic and core sections here in online tutorials too.
The trend of getting enrolled for the data science online course in Bangalore is increasing day by day among the working candidates. The most beneficial part of this is that the candidates must not be located in Bangalore if they want to attend the online classes. They can attend those from everywhere in this world. So along with the working candidates, students from different parts of the country and world as well are allowed to follow the classes there. Just like the classroom sessions, in the online platforms also, they organize special classes with the working experts so that they can convey the real-life situations of this industry to the learners. To sum up, it can be said that these online courses have the same efficiency as the classroom sessions. The online students also get the same valuable support from the institute officials until they are being able to bag decent jobs.
Data science has become a very crucial instrument to the business organizations around the world for the sake of solving the various kinds of challenges and problems that are strictly related to their businesses. Irrespective of the industries, all the companies have found the entire system of data science effective for them. Moreover, it is a proven fact that the process of data science is a much economical and less time-consuming process that helps the company officials to come out of all kinds of challenges and difficulties in a very short period. Due to this reason, most of the business organizations have started recruiting candidates who have specialization in the subject of data science.
The demand for this subject has also increased among the students all over the world as this sector has emerged as the most promising ones in the questions of perfect careers and decent jobs. Various educational institutes in the city of Bangalore have started online courses regarding this sector to catch the attention of the employed candidates in sectors. The online platforms of these courses are mainly designed for the employed candidates and the students from other locations also.
In the online courses too, students can get a thorough idea of data analytics, modeling of the data, various algorithms of the process of machine learning, clustering, etc. Even the major languages like Python, R all are taught to the students. All of these courses are completely focused on the professional world; it means the institutes there prepare their students in such a way so that they can bag their dream jobs just after completing the courses. Most importantly, the officials of these institutions help the students in the paths of their valuable job interviews after the completion of the courses and training programs.
- Population and Samples
- Descriptive vs Inferential Statistics
- Parameters vs Statistics
- Variable Classification
- Scale of Measurement
- Statistical Methods
- Recognize difference between grouped and ungrouped data
- Construct Frequency Distribution
- Construction of bar diagram, column diagram, histogram,
- frequency polygon, pie chart scatter plot, bubble chart
- Measure of central tendency for grouped & ungrouped Data
- Measures of Variability for Grouped and Ungrouped Data
- Measure of Shapes of Data
- Various Outlier & Missing value treatments in data preparation
- Relationship between variables
- Correlation and causation
Introduction to Statistics
- Installing Python & Anaconda
- Basic Data Types
- Lists, Tuples & Dictionary
- Introduction to Numpy
- Numpy arrays and operations
- Group By with Pandas
- Merging, Joining, Concatenating & Interleaving
- Pandas Operations
- Data Input and Output
- Plots with matplotlib and Seaborn
- Preprocessing with dataset
- Importing the libraries
- Changing directory
- Split the data into dependent and independent variable
- Missing value imputation
- Categorical data
- Splitting the dataset into training and testing
- Case Study on ODI-cricket dataset
- Exercise-Case Study on Loan Prediction problem
- Basic concepts of probability
- Experiments, Outcomes, Events and Sample Space
- Discrete & Continuous probability
- Probability mass function
- Cumulative density function
- Binomial & Poisson
- Normal Distribution
- Central Limit theorem
- Sampling techniques
- Concept of Hypothesis Testing
- Testing a difference in mean
- Other test statistics
- Testing Correlation
- Testing proportion
- Chi- Square test
- Simple & Multiple Linear Regressions
- Nature of Regression Analysis
- Meaning of the term linear
- Linearity in variables
- Linearity in parameters
- Method of Ordinary Least Square
- The classical linear regression model
- Standard errors of least square estimates
- The coefficient of determination r ^2
- R square and adjusted r square
- Goodness of fit
- The normality assumption
- Interval estimation
- Hypothesis testing
- Testing the overall significance of a multiple regression – F test
- Multicollinearity assumptions
- Case study on Multiple Linear Regression using Housing dataset
- Logistic Regression
- Dichotomous dependent variable
- Odds and Odds Ratios
- The Logit Model
- Weight of Evidence and Information value
- Creation of Dummy Variable
- Parameter Estimates
- Goodness of fit, Concordance and discordance
- confusion matrix
- Sensitivity, Specificity
- ROC curve
- Case study in python with loan prediction data
- Cluster Analysis
- Cluster analysis intuition
- Types of Clustering
- K-Means Clustering
- Case Study with Python using mall data
- Stationary and Non Stationary Time Series
- Importing and cleaning
- Moving Averages
- Prediction (Holt Winters Method, MA, Exponential Smoothing)
- ARMA model
- Case Study with air passenger dataset
- Machine Learning-Classification (All includes case study in python)
- Random Forest regression
- Bagging and boosting
- Gradient Boosting
A brief info of Trainer profile of Data Science online training
Most of the educational institutes in the city of Bangalore have both online and offline training platforms. The trainers train the students on both of the platforms. They have the capability of training on both platforms. Most of the trainers in those institutes are very friendly. They always use modern techniques of teaching that are very much scientific and at the same time very much effective as well. All of them give the students an ideal environment where they can freely communicate with their teachers whenever they face any kind of difficulties regarding their studies.
All the trainers there go all way out to help their students in all kinds of situations. They help them to clear their all types of study-related confusion, help them to prepare their much-required projects in the middle of the courses and most importantly they assist all of their students during the time of job interviews after the courses so that each of them can bag decent and promising jobs in the future. Almost all the trainers there in the various institutes of Bangalore have long time experience of teaching and along with that, they have experiences of working in numerous well-known organizations too in the posts of data scientists.
Especially for the students on the online platforms, they regularly appear in the online interactive classes and due to this, online students can discuss their various issues regarding the courses with the trainers. This helps the students to clear all their hesitations very easily. As the trainers have a long time working experience in various popular organizations, they have very concrete relationships with the senior officials of the employers’ end also. These relationships put their students in an advantageous position when they sit for interviews with those companies.
About Data Science
The online courses are designed mainly for the sake of the employed candidates and the students who are not located in the city of Bangalore. Apart from them, anyone, who has a problem being present in the classrooms physically, can get enrolled for the online data science courses. Everyone needs a proper academic background for being suitable in the world of data science. Due to this reason, everyone should get enrolled in any of the institutes in Bangalore. However, the candidates don’t need any kind of special degree to get enrolled in these online courses. These courses cover all the areas of this subject including the foundation and the core parts.
In the foundation levels, the basic areas like statistics, the primary concepts of the systems of machine learning, a thorough idea of various domains, etc are taught to the students, then after completing these, the students are promoted for the core courses. In the core courses, all the basic areas are taught in detail. For these reasons, all the candidates become experts in this field. The trainers of these courses prepare the students in such a way so that they can be capable of solving all the complex problems and difficulties in their professional lives.
Most important thing is that the institutes in Bangalore provide numerous data science-related software to the computing systems of the students free of cost and keep providing various online lessons and tutorials regularly so that the students can get the chance of being updated about the regular progress of the training. The fee structures of those institutes are also different for online platforms than the general classroom sessions. To sum up, it can be said that if any student gets enrolled for either online or offline, data science courses in any of the Bangalore institutes, he/she surely will be able to end up their careers as a successful professional in this field.
4.6 average based on 254 reviews.
I got excellent hands-on experience during the course. The trainers explained in very simple and in-depth knowledge about the course. Data Kosine is the best data science training in Bangalore.
They share their own experience as they are working experts, which helped a great deal in understanding the concepts. The trainers are exceptionally useful. The best data science training in Bangalore is Data kosine...
They clarify each point in the profundity. They additionally give industry information on Data science both hypothetical and practical knowledge was great. Data Kosine is best data science institute in bangalore.
As I was a fresher right now. They showed everything from the fundamental for the comprehension. It has been an extraordinary experience in Data Kosine is great data science training institute in Bangalore.
Send a Message
Thank you for registering with us
If you have any kind of questions please call or contact us.