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DATA SCIENCE TRAINING IN BANGALORE
Success is a journey not a destination- if that is what you believe then you have every right to know how you gonna sail on with data science course. There are many institutes that offer the aspirants a glimpse of the curriculum which is so pretty impractical. As a result, it becomes difficult for the candidate to understand where they are heading to. But with DataKosine things are completely different. Here, they offer the aspirants a precise blueprint of the course syllabus and this encourages the students to understand better about their success journey at Data Science Training in Marathahalli.
About Courses
Best Data Science training in Marathahalli
The entire course is the perfect amalgamation of Machine learning and Business management. Therefore, every aspirant would get more and more exposure to Data Analysis, Data engineering, and some of the key programming language prevalent to data science. In the end of the course, a candidate would have enough know-how to handle any projects with minimum supervision. And this has become the primary goals of the Data Science Training in Marathahalli. To get a complete overview of the course syllabus, feel free to contact us.
Course Syllabus
Data Science Curriculum:
This course covers following concepts.
- 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
Data Visualization
Descriptive Statistics
- Installing Python & Anaconda
- Basic Data Types
- Lists, Tuples & Dictionary
- Introduction to Numpy
- Numpy arrays and operations
- Series
- DataFrames
- 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
- Exercises
- Concept of Hypothesis Testing
- Testing a difference in mean
- Other test statistics
- Testing Correlation
- Testing proportion
- Chi- Square test
- Exercises
Advanced Analytics
- 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
- Homoscadasticity
- Multicollinearity assumptions
- Autocorrelation
- Case study on Multiple Linear Regression using Housing dataset
- Logistic Regression
- Introduction
- 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
- Plotting
- Moving Averages
- Autocorrelation
- 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
- XGBoost
Trainer Profile
Data science has changed the realm of data management completely. Once sound impossible now, it has become possible to manage precisely tons of data with one click. The impact of data science is beyond comprehension. Companies get hugely benefited when it comes to developing any new products or services. Coming to the right conclusion has become super easy. And all this together saved a substantial amount of money for the organizations. This also benefits the clients who actively or passively generating data. And this entire process is leading towards a new AI age.
What make a course more scalable? Well, the knowledge of each and every module that the students are going to learn, of course. Here at dataKosine, the leading data science training in Marathahalli, you would be learning a bunch of tools that has been highly in demand among the employees. Here is the glimpse of those for you to have a clear picture.
Additional Info
Having proficient in data science is the key to secure a better position in MNCs. But, when it comes to showcasing your skills, there is that one thing that comes into a picture – a certificate. Yes, a certificate that gives you and edge given that it is acceptable globally. DataKosine, the pioneering Data Science Training in Marathahalli, is renowned not only in the realm of imparting cutting-edge training program but also providing certificates. Because of a completely new approach towards teaching data science to a wider range of aspirant where maximum focus has been put on live practice, this institute has made a lasting impression in the industry. So, once someone gets his or her position secured in the state-of-the-art learning facility, this would open door to a whole new world. Teaching the candidates acquired practical knowledge by giving them practice on real-time projects is a unique method which is both time-tested and fruitful. Data science, as you know, is a practical oriented training program which needs more time on practical. But practicing on dummy projects would not get you anywhere. Which is why, this new method of learning is introduced. Once, you are given theoretical knowledge on any particular aspect, and then you would be given the freedom to work on that in a real-time scenario. This would now only make a better data scientist but also help you boost confidence to work with minimum supervision.
Apart from the regular course, which is sufficient to get placed in a renowned company, there are students who wish to break the boundaries and would like to make them indispensable for the company. And this bunch of students generally prefers to take global certifications. If you happen to fall under this category, then be delighted as DataKosine has the right infrastructure to train you pass the global certs with flying colors. Every trainer is well-versed and holding global certifications, so they are qualified enough to guide you throughout this entire learning journey.
How much ever knowledgeable you might get if you are unable to secure a position in a reputed company, then everything is in vain. And DataKosine is here to help you out in this regard. Being one of the leading Data Science Training in Marathahalli, here they provide placement support to everyone who successfully completes the course. To make this process faster and more effective, they have a separate department dedicated to placement only. You can always find updated information of vacancy. Before you face the interview board, DataKosine would prepare for the interview. First off, they will help your craft professionals resume which showcase your skills, perfectly. After that there would be mock interview mock interviews. This would boost your confidence before attending the interview for real. Once done with all the process, you would be sending to different companies with which the institute has collaboration. And to your surprise, you would find yourself in a reputed company working as a data scientist.
Reviews
User Rating
4.6 average based on 254 reviews.
punjan nithu
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.
Reeta Nayak
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...
Rima Majhi
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.
Mukhtayar Chhillar
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.
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Importance of DataKosine
Choose Your Course
The future of data science is bright enough to get going for another 100 years or so. The world of internet is connected to each and every industry imaginable. And more and more industries are joining this web at lightning speed. The benefits of having presence online have not been a choice but mandatory to give the business a steady momentum. From health and wellness to horticulture, the usage of internet is limitless. Besides, the cost-effective availability of data has made people browse internet through mobile devices like a cell phone has multiplied. And all this together contribute to data generation. Every time you send a message you generate data, you are at the supermarket purchasing something you are creating data; you are at the hospital take some treatment, that’s right data is generated.
A huge amount of data is generated every minute. And data is important for the companies as well as for the customers. Data getting leaked not only put the companies at the risk, but also customers. Under such circumstances, it is necessary to safe keep data for future reference. Besides, data generated helps the company to make a wise decision while developing new products or services and modifying any existing ones. That is where data scientist comes into the picture. A data scientist knows how to better manage the data by means of cutting-edge tools and tricks. They can help the company make the right decision during the crisis. Therefore, every company is in hurry to hire a team of data scientist who are proficient in data science. This let us know the importance of data science and future of it.
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Contact Information
If you have any kind of questions please call or contact us.
Address
Beside Ezone shopping mall,Above ramdev medicals,
3rd floor, marathahalli,
Opposite to park plaza,
Bengaluru, Karnataka 560037