Data Science Certification from SGIT, Steinbeis University, Germany:

Accelerate your career with Data Science certification from SGIT, Steinbeis University Germany , one of the leading universities in Germany. This course is a perfect blend of theory, case studies and capstone projects. The course curriculum has been designed by Steinbeis University and considered to be the best in the industry. Get noticed by recruiters across the globe with the international certification. Post certification one will gain the alumnus status in Steinbeis University.

What is the certification process?

Post completion of the training, one should take an online examination facilitated by the university and should attain 60% or more to complete the course and gain the certification. Subsequently participants can check their alumnus status on SGIT , Steinbeis Global Institute Tübingen.

Data Science Course Training In Singapore

ExcelR offers data science course Singapore that includes instructor led virtual online data science training in Singapore along with data science certification. This data science course involves 160 hours of interactive virtual sessions led by an instructor and is one of the best data science courses available in the Data Science training market space right now. Our Data Science training covers the complete Data Science realm from concepts like Data Cleansing, Data Extraction, Data Integration, building Prediction models, Data Mining, and Data Visualization. Skills and tools ranging from Hypothesis testing, Statistical Analysis, Machine learning, Text mining, Natural Language Processing (NLP), Regression models, Predictive Analytics, R Studio, Tableau, programming languages that includes R for data science and also includes Python for Data Science are extensively covered as an integral portion of this 160 hour training. This data science online course provides participants with the chance of working on more than 60 assignments and a capstone project that helps ensure a hands-on experience for them.

Data Mining

Data mining is referred to as the unveiling of underlying patterns and wonderful insights from huge amounts of data which may go unnoticed otherwise. These tools of data mining help predict behaviors along with future trends which allow businesses to take unbiased, proactive, and scientifically driven decisions. The field of Data mining uses powerful techniques and tools that help answer business related questions in a proper and scientific manner which cannot be answered by primitive methods. Companies have adopted the concepts of data mining in the process of decision making and this has changed the way they operationalize business and has also improved revenues. Data mining is categorized into two main branches – supervised learning and the second is unsupervised learning. Unsupervised learning involves the identification of hidden patterns, significant facts, trends, relationships, and anomalies. Examples of unsupervised learning are clustering, association rules, principal component analysis, etc. Supervised learning involves the classification and prediction of data with the help of algorithms of machine learning. In our course of data science certification Singapore, the concepts of data mining will be covered extensively

Python For Data Science

In this course the participant learns about installation of the programming language Python using various data types, various distributions, tuple, python operators, conditional statements, string handling, lists, string, dictionary, functions, loops, modules, packages. You also learn about regular expressions, file handling, exception handling, and also data analytics along with exploratory data analysis along with visualization libraries such as Pandas, NumPy, Seaborn and Matplotlib. The Data Sciences concepts are considered extremely pivotal and thus participants will also learn about Logistic regression, Linear regression, Multinomial regression, Decision Tree, KNN, Ensemble techniques, Naive Bayes, Random Forest, and even black box techniques such as Neural Network and Support Vector Machine. The course also involves techniques of data optimization like Gradient Descent and much more.

R For Data Science

ExcelR’s Data Science training covers R studio and R programming extensively as part of the data science course. The course also helps the participant learn the basics of R for data science, involving reading the files such as SPASS, SAS, Excel, Minitab, Pdf, Text, CSV, etc. The course also helps in the understanding of mandatory package and connection to ODBC. The data science course also helps to learn about lists, vectors, matrices, inbuild functions, data frames, combining datasets using rbind, cbind, merge, etc along with many data manipulation techniques such as grepl, grep, sub, gsub, gregexpr, regexpr, lapply, apply, tapply, sapply, etc. Data Exploration techniques like aggregate, summarize and Hmisc package is explained with the help of detailed case studies applicable in the real-world. The participant also learns data visualization techniques like plot, scatter plot, line plot, box plot, star plot, stem and leaf plot, rug plot, pie chart, histogram, hexbin plot, sunflower plot, mosaic plot, tableplot, RColorBrewer package and much more.

What Is Instructor-Led Online Data Science Training?

Instructor-Led online training is an interactive mode of training where participants and trainer will log in at the same time and live sessions will be done virtually. These sessions will provide scope for active interaction between you and the trainer.

Why Should You Choose ExcelR For Data Science Course in Singapore?

For those who are serious about their career in data science then ExcelR offers the best online data science course in the market today. ExcelR is a leader in the domain of online data science training around the globe and has helped in training more than 6000 professionals in data science and helped improve their job prospects in the technological sector. Our training experts help with upskilling concepts with live project assignments. ExcelR is also the training delivery partner for more than 40 premier institutes of education and 5 major universities around the world in the field of data science. All our trainers have been working as Data Scientists with more than 15 years of true professional experience. ExcelR also offers a great blended learning model in which participants can obtain instructor-led data science online sessions and e-learning recorded sessions through single enrolment. The combination of the two modes of studying and learning will help produce a synergistic impact. The participant can attend an unlimited number of online instructor-led sessions from various trainers for a year with the exclusive latest JUMBO PASS. ExcelR is regarded as one of the best Data Science training institutes by our participants to . Data Science jobs are currently in great demand in the lucrative job market around the globe and these courses offered by us will prepare you for the same.

What Is Data Science? Who Is Data Scientist?

Data Science is all about mining hidden insights of data pertaining to trends, behaviour, interpretation and inferences to enable informed decisions to support the business. The professionals who perform these activities are said to be a Data Scientist / Science professional. Data Science is the most high-in-demand profession and as per Harvard and the most sort after profession in the world.

Why You Should Take The Data Science Course in Singapore?

Is Data Science Certification Being Worth Pursuing As A Career?

The answer is a big YES for myriad reasons. Digitalization across the domains is creating tons of data and the demand for the Data Science professionals who can evaluate and extract meaningful insights is increasing and creating millions of jobs in the space of Data Science. There is a huge void between the demand and supply and thereby creating ample job opportunities and salaries. Data Scientists are considered to be the highest in the job market. Data Scientist career path is long-lasting and rewarding as the data generation is increasing by leaps and bounds and the need for the Data Science professionals will increase perpetually.

1.4 Lakh jobs are vacant in Data Science, Artificial Intelligence and Big Data roles according to NASSCOM

The world will notice a deficit of 2.3 Lakh Data Science professionals by 2021

The Demand for Data Scientist professionals has increased by 417% in the year 2018, in India, as per the Talent Supply Index

Data Science is the best job to pursue according to Glassdoor 2018 rankings

Harvard Business Review stated that ‘Data Scientist is the sexiest job of the 21st century’

You May Question If Data Science Certification Is Worth It?

The answer is YES for many reasons. The digitization of almost everything across all domains has led to tons of data and hence the demand for professionals in data science who can evaluate and also extract knowledge and information from the data is ever increasing. The smaller number of data scientists available in the market today has created a gap in the supply and demand and hence it has become one of the highest paying jobs today. This career is also extremely long-lasting due to the immense scope it has in the future of technology. Many jobs relating to data science are in the fields of machine learning and big data analytics. Professionals like economists, software programmers, business analysts, statisticians, mathematicians, business analysts and many more can consider a career in data science.

Who Should Do The Data Science Course?

Professionals who can consider Data Science course as a next logical move to enhance in their careers include:

Professional from any domain who has logical, mathematical and analytical skills

Professionals working on Business intelligence, Data Warehousing and reporting tools

Statisticians, Economists, Mathematicians

Software programmers

Business analysts

Six Sigma consultants

Fresher from any stream with good Analytical and logical skills

Interview Preparation Sessions

Participants who have completed the Data Science course training and the projects will be put under our Placement Incubation Program. As part of this program, participants will undergo a thorough interview preparation process on Data Science. A huge repository of Data Science Interview questions with answers will be provided for the participants to prepare. A dedicated Data Science Subject Matter Expert (SME) will help in resume building, conduct mock interviews and evaluate each participant's knowledge, expertise and provide feedback. Our SMEs will do the necessary handholding on interview preparation process till the time the participant is placed. Guidance is also provided on Linkedin profile building and tricks of the trade to improve the marketability of the resume. - ExcelR Management