Data Science and Machine Learning in R and Python
Earn Postgraduate Certification in Data Science & Machine Learning from India’s top business schools MDI M on successfully completion of all assessments. Open opportunities into the most demanding jobs as Data Scientist, Data
Analytics, Business Analytics, Data Engineering, and many high paid salary jobs.
DASCA – DATA SCIECNE COUNCIL OF AMERICA (ABDA)
ABDA (Associate Big Data Analyst) Certificate is optional add on in the program as participants fresh to the Data Science domain can appear for ABDA certification exam to earn globally recognized and accredited certification.
DASCA – DATA SCIECNE COUNCIL OF AMERICA (SDS)
SDA (Senior Data Scientist) The SDS™️ by the Data Science Council of America (DASCA) adds speed to your journey of turning a Data Scientist. SDS™️ is the world's most powerful neutral certification for accomplished data science and
analytics professionals now looking out for the more challenging and bigger-impact roles of data scientists and data architects. Besides proving best your proficiency, potential, and promise for handling the onerous responsibilities of
a data scientist, SDS™️ also paves way for you to PDS™️, the top-most international qualification for data scientist’s world over.
Fundamental Data Analytics & Data Science ,DIKW Hierarchy, Wisdom Hierarchy, Knowledge Hierarchy
Quantitative and Qualitative Data, Physical Data Structure, Logical Data Structure, Data Science – Symbolic Representation.
Data Encoding Processing.
Data Interpretation Processing.
Sensor Data Processing,Sensor Data Handling. , Data Pre-Processing
Data Cleaning, Data integration, Data Reduction, Data Transformation Integration of Different Data Sources. Heterogeneity & Distributed Nature.
Data Sensor – Right set of Data. Analog to Digital Conversion
Time & Frequency Domain Analysis ,Sampling theorem.
Aliasing Process. Data Selection & Cleaning. Edge Analytics
Extracting Sense from Data Process. , Data Visualization & Techniques,Data Correlation & Regression Modeling, Probability Distribution process.
Machine Learning (AI),Tableau Tool for Data Visualization.
Linear Regression,
Non-Linear Regression, Algorithms – MLR, Logistics Regression.
Data Classification
Decision Trees ⦁ Boosted Decision Trees Naïve Bayes, Quality of Classification, ROC Analysis, ROC Curve, ROC Concepts.
Data Science refers to various categories of analytical approaches for modelling different business situations and arriving at solutions and strategies for optimal decision-making. This may involve approaches for modelling and arriving at assessing and predicting risk, market preferences, project feasibility, customer segmentation, inherent and underlying dimensions in consumer preferences, factors leading to probability of purchase, preferred segments in financial and credit card industry, probability of attrition in large organizations, and so on. IoT Analytics course introduces participants to a fundamental understanding of sensor data, systems, and innovative and novel analytical approaches. Machine learning methods are used for data analysis, which is similar to data mining, but the main goal of machine learning is to automate decision models. Algorithms are the heart and soul of machine learning, and they help computers find hidden insights. So, in essence, machine learning algorithms need to be learned. The machine needs to learn from data. Data will have multiple dimensions: type (quantitative or qualitative), amount (big or small size), and several variables available to solve a problem. Learning algorithms should also be as general-purpose as possible. We will be looking for algorithms that can be easily applied to a broad class of learning problems. R and Python are leading programming languages that have an array of packages for IoT data analytics. This course proposes to introduce R, Python, and various advance Python packages being used in IoT analytics. Standard R & Python Interactive Development Environments (IDEs) are going to be used to perform hands-on sessions/programming exercises.
At the end of the course the students should be able to:
The upTop GroUP enrollment initiative extends specialized benefits to an individual as offers an opportunity to earn while enrolling in the program. It gets you to paycheque even if you are not a part of the program, but your
referral is.
You can enroll as a group of employees/family /friends to avail benefits comprising a customized prize plan, cashback, part-time paycheque, and many more under the Group Enrollment Initiative.
upTop objective to initiate the GroUP to create part-time job opportunities for many finding it hard to have good survival in this pandemic situation. Also, the AATAM NIRBHAR BHARAT would need more skilled, efficient, and
industry-relevant managers than ever.
Many of us wanted to be mentor, career counselor, and guide however the rat-race pushed us away hence it is the time to fulfill your unfinished dream of being a career guide come true with the GroUP initiative.
upTop invites every individual to take a step ahead and help someone needed the most.
Earn recognized POST GRADUATE certificate from MDI M on successful completion of all evolutions. Your PGC will have achieved GRADE mentioned along with the Alumni status of MDI M.
“the one is not the strongest that survives, neither the smartest that survives, however the one most approachable to adapt, develop & improvise”.
MDI M is the top Business School of India hence to keep the reputation of the institute up and high, institute has set a tight evaluation process. Participant who will not be able to clear the evaluation process shall be awarded with certification of participation only.
SDS (Senior Data Scientist) The SDS™ by the Data Science Council of America (DASCA) adds speed to your journey of turning a Data Scientist. SDS™ is the world's most powerful neutral certification for accomplished data science
and analytics professionals now looking out for the more challenging and bigger-impact roles of data scientists and data architects. Besides proving best your proficiency, potential, and promise for handling the onerous
responsibilities of a data scientist, SDS™ also paves way for you to PDS™, the top-most international qualification for data scientist’s world over.
Fee is 85,000/- inclusive all taxes
Big Data Analytics has emerged as one of the brightest Big Data career domains today for individuals with multiple academic and professional backgrounds. The ABDA™️ by the Data Science Council of America (DASCA) is the world's most credible 3rd–party, vendor–neutral certification for young business–school students and those graduating with majors like Statistics, Applied Mathematics, and Economics, dreaming of making exciting careers in Big Data. You can trust the internationally accepted and recognized ABDA™️ Credential to prove best, your proficiency, potential, and promise for Big Data analytics.
₹ 50,000 *
Total Program Fee ₹50,000 + GST
(Applicable to people residing in India)
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