DATA SCIENCE ONLINE COURSES

Data Science helps businesses to make informed decisions by examining their large amount of hidden data. DataMites™ Data Science Online training helps aspiring candidates to master the Data Science concepts and the techniques that are vital for this job role. This learning consists of all the essential areas such as  Python, Statistics, Machine Learning, Time series foundation, Model deployment, Deep Learning, Tableau and Data Science business concepts that a Data scientists need to be specialized. It allows them to go through a structured online learning phase and master the concepts at your own pace.

DataMites™ Data Science Online training is designed by industry experts to impart the best knowledge needed for the most challenging Certified Data Scientist role. Our course helps the aspirants to

• Gain a thorough knowledge of Data Science concepts that includes Statistics, Machine Learning, Tableau, Deep Learning, Time series foundation and Data Science business concepts.
• Comprehensive knowledge on Machine Learning as it covers both Associate and Expert courses.
• Ability to perform Model Deployment independently.
• Exposure to real-life case scenarios with hands-on 5+ detailed Industry related projects.
• 4-month Project Mentoring with unlimited Projects from diverse industries.
• Exposure to Large collection of interview questions and many mock interview sessions.

DataMites™ Data Science Online training will help you to become an expert and successfully add value to the business. With exposure to detailed industry related projects and after project mentoring, it turns into an industry ready Data Scientist. During this online course, you will be trained by our experts to

• Gain a better knowledge of the entire Data Science project workflow.
• Understand key concepts of statistics
• Gain hands-on knowledge of popular Machine learning algorithms
• In-depth knowledge of Data Mining, Data forecasting, and Data Visualization.
• Able to create a business case for Data Science project
• Deliver end to end data science project to the customer

DataMites™ is the top training provider accredited by the International Association of Business Analytics Certifications (IABAC) who is offering Data Science Online course. DataMites™ Data Science Online Course comes with the following benefits

• Global reputation since the syllabus is aligned with IABAC global market standards
• Elite instructors who are backed with years of Industry experience in Data Science
  Structured learning approach with real-time exposure
• Exposure to different industry related projects.
• Dedicated PAT team assistance for making the candidates market ready
• 24/7 high capacity cloud lab to practice what that has been taught

Data Science is helping the management in better decision making, and that is the reason for every company giving highest priority for this role. DataMites™ Data Science Online training is not restricted to certain skilled professionals. However, this online course is best suited for

• Professionals looking to switch their career to Data Science
• Developers interested in “Data Scientist” Role
• Analytics professionals who want to harness their Data Science knowledge
• Project managers who want to manage Data Science project.
• Business analytics who are interested in enhancing their Machine Learning knowledge.

DataMites™ Data Science Online training doesn't require any prerequisites. However, a basic understanding of Data Science concepts and tools used would definitely be beneficial.

• Introduction to Data Science
• Industry applications
• Terminologies

• Anaconda - Python distribution Installation and setup
• Jupyter Notebook
• Python Basics
• Data structures
• Control statements

• R Installation and Setup
• R Studio Basics
• R Data Structures
• Control Statements
• Data Science Packages

• Essential mathematics
• Linear algebra
• Linear Transformation
• Types of Matrices
• Matrix properties and Operations
• Probability and Calculus

• Statistics Introduction
• Terminologies
• Inferential Statistics
• Harnessing Data
• Exploratory Analysis
• Distributions
• Central Limit Theorem
• Hypothesis Testing
• Correlation and Regression

• Numpy Array functions
• Data munging with Pandas
• Imputation
• Outlier analysis

• Visualization basics
• Matplotlib Introduction
• Basic plots
• Customizing plots
• Sub-plots
• Statistical Plots
• Seaborn package introduction

• Machine Learning Introduction
• ML core concepts
• Unsupervised and Supervised Learning
• Clustering with K-Means
• Linear Regression
• Logistic Regression
• K-nearest Neighbor

• Bayes Theorem
• Naïve Bayes Algorithm for text classification
• Decision Tree
• Ensemble methods: Random Forest
• Extra Trees
• SVM
• Boosting Techniques
• XGBOOST
• Artificial Neural Network
• Adv Metrics
• Imbalanced Dataset
• Grid search
• K-fold Cross validation

• Relational Database Management Systems basics
• SQL Introduction
• Connection to SQL databases
• Fetching data with SELECT, WHERE condition, SQL JOINs, SQL CRUD operations

• Deep Learning Introduction
• TensorFlow and Keras
• Convolution Neural Network basics
• End to End image classification of cats and dogs using TensorFlow-Keras platform

• Visual Analytics basics
• Tableau Introduction
• Connecting to data source
• Dimensions vs. Measures
• Basic plots, compound plots, forecasting, publishing

• ML Deployment Strategies
• Flask introduction
• Packing training ML model
• Deploying it on Flask as API

• Introduction to Big Data
• Hadoop Concepts
• Spark Big Data for Data Science Processing
• Handling Big Data in Machine Learning Pipeline

• Data Science Project Management method
• Business Case
• Risk and Limitation of Machine Learning
• Project Pit falls

Yes. DataMites has 6-month no-cost EMI option. You can avail it directly while paying on the DataMites website at checkout.

No, most of software are free and open source. The guidelines to setup software is a part of course.

Certified Data Scientist is delivered in both Classroom and Online mode. Classroom is provided in selected location such as Singapore – Singapore, Bangalore-India, Hyderabad - India, Amsterdam – Netherlands, Houston – USA. Please check with the co-ordinators about training options in your location.

IABAC™ Exam fee is usually bundled as a part of total course fee. Please check with the co-ordinators for confirming the same.

All the online sessions are recorded and shared so you can revise the missed session. For Classroom, speak to the coordinator to join the session in another batch.

We have a dedicated PAT (Placement Assistance team) to provide 100% support in your data science career pursuit. Check out PAT services

The DataMites Placement Assistance Team(PAT) facilitates the aspirants in taking all the necessary steps in starting their career in Data Science. Some of the services provided by PAT are: -

• 1. Job connect
• 2. Resume Building
• 3. Mock interview with industry experts
• 4. Interview questions

The DataMites Placement Assistance Team(PAT) conducts sessions on career mentoring for the aspirants with a view of helping them realize the purpose they have to serve when they step into the corporate world. The students are guided by industry experts about the various possibilities in the Data Science career, this will help the aspirants to draw a clear picture of the career options available. Also, they will be made knowledgeable about the various obstacles they are likely to face as a fresher in the field, and how they can tackle.

No, PAT does not promise a job, but it helps the aspirants to build the required potential needed in landing a career. The aspirants can capitalize on the acquired skills, in the long run, to a successful career in Data Science.