Data Science Online Training

Data Science TrainingExplore your great career through our Online Data Science Training at Softlogic. We provide industry-standard coaching with best practices on real-time projects. Gain exact field expertise and industry-valued certification in our Online Data Science Training Institute with 100% Placement Assistance.

Data Science Online Course Overview

We offer the best Data Science Online Course to make learners equipped with Python, Hadoop, Tableau, R, SAS, Machine Learning, Artificial Intelligence, NLP, Robotics, Big data, Mathematics, Statistics, and Scientific Methods used for retrieving useful insights from gathered raw data. Our Online Data Science Training is offered with updated tools and techniques used currently in the industries and our placement assistance is offered as per the in-demand profiles. Enhance your fundamental skills of any domain through our Online Data Science Course.

Scope of Data Science Online Course

The main objective of our Online Data Science Training is to equip the learners with the ability to simplify big data through coding and algorithms to derive a problem-solving solution for global businesses. It is the hottest career in the IT field and the young generation around the world are interested to become data analysts, data scientists, data engineers, AI professionals, ML experts, and Cybersecurity professionals, and so on. Step into the brightest career through Softlogic Systems, the best Online Data Science Training Institute. Following are the reasons why the data science field can bring you a futuristic career with exponential growth for learners.

  • Digitalization of global companies is generating a big amount of data through their customers.
  • Big data generation around the world creates a huge scope of data analytics
  • Organizations find it is easy to manage and interpret data extracted from their services.
  • Utilization of software tools and technologies like Java, Python, Hadoop, and Tableau.
  • Any undergraduates with basic business skills can learn and master Data Science skills.
  • Popular sectors like healthcare, transport, and e-commerce are adopting data science.

Data Science Online Course Learning Outcomes

The learning of Online Data Science Course at Softlogic helps the candidates to gain expertise in the implementation of quantitative modeling, data analysis techniques, data visualization processes, and programming languages to discover the solution for various real-world problems of organizations. The students will have enhanced knowledge of key technologies in data science and business analytics such as data mining, predictive modeling, machine learning, statistics, artificial intelligence, and critical thinking that help them assist in the decision-making process of global companies. Enjoy the learning benefits at Softlogic through hands-on practices, comprehensive coursework, project implementations, industry-worth certifications, research experiences, and placement assistance in our Online Data Science Training Course. Following are the learning outcomes that you can obtain at the end of our Online Data Science Course.

  • Ability to implement quantitative modeling and data analysis techniques for bringing solutions to real-world problems like communicating findings and presenting results.
  • Identify and analyze business-related ethical issues for the safety of intellectual property, data integrity, privacy, and data security.
  • Implement everyday business activities for well-reasoned data management decisions.
  • Able to explain statistical data analysis techniques for business-oriented decision-making.
  • Implement the best principles of data science to analyze various business problems.
  • Utilization of data mining software to resolve real-world problems.
  • Utilize cutting-edge data science tools and technologies that will fit exactly for big data analytics.
  • Implement algorithms for developing machine learning processes and artificial intelligence.
  • Industry-ready job skills such as teamwork, leadership skills, organizational theory, and decision-making practices.

Key Features of our Online Data Science Training Institute

Our Online Data Science Training with 100% Placement Assistance makes you an expert with industry-ready skills to work in data analytics, data visualization, and data security along with DS-related jobs.

  • Industry-standard Coursework
  • One-on-one or Small batch size
  • Instructor-led live online mode
  • Customizable course curriculum
  • Industry-valued Certificate
  • 4+ real-time project practices
  • Instalment Options for fees
  • Field Expertized Trainers
  • Convenient learning hours
  • Free soft skills training
  • 100% Placement Assistance
  • Free Lifetime Career Guidance

Prerequisites for learning Online Data Science Training

There is no prior knowledge required for learning Online Data Science Course for freshers as we offer them the course from scratch. Our Data Science Course trainers will be allocated as per the convenient learning hours of students around the world and it can be regular classes or weekend classes or fast-track mode. We suggest working professionals have the following prerequisites to enjoy the complete hands-on experience on the updated Data Science concepts.

  • Basic knowledge of programming languages
  • Fundamental understanding of manual data processing.
  • Basic skills in business acumen and decision-making process.

Who can attend our Online Data Science Course?

Freshers and working professionals can learn Cloud Computing Course Online at Softlogic as we are providing in-person classes along with other training modes for the students who want to study in our Cloud Computing Training Institute in Chennai. It is beneficial for the students to launch their careers in Information Technology, Business, and Other Cloud-Related Industries. Following are the eligible category for learning Cloud Computing Online Training Course at Softlogic.

  • Freshers with a degree in BBA, B.Sc/M.Sc Maths, MBA in Finance, Accounting, Statistics, Commerce, Banking, and any Engineering specialization.,
  • Working professionals with experience in IT or non-IT fields like tech support, BPO, or process associate.

Course Syllabus for our Online Data Science Course

We have framed our Online Data Science Course Curriculum meticulously with industry experts that should help the learners with current organizational requirements. Our Online Data Science Course Syllabus can be customized as per the learning requirement of students and you will have placement practices along with conceptual coursework. Our Data Science Online Coursework contains all key topics to make you an expert in Core Data Science concepts, data analysis, decision-making, Python, Business analytics, data mining, big data analytics, predictive modeling, experimental design, data visualization, machine learning, marketing analysis, and operational research along with two or three

Detailed Syllabus Data Science Associate 

Introduction to Data Science

First and foremost, we cover the following topics in the syllabus:

  • Overview of Data Analytics
  • Introduction to Business Analytics
  • Understanding Business Applications
  • Data types and data Models
  • Type of Business Analytics
  • Evolution of Analytics
  • Data Science Components
  • Data Scientist Skillset
  • Univariate Data Analysis
  • Introduction to Sampling

Basic Operations in R Programming

  • Introduction to R programming
  • Types of Objects in R
  • Naming standards in R
  • Creating Objects in R
  • Data Structure in R
  • Matrix, Data Frame, String, Vectors
  • Understanding Vectors & Data input in R
  • Lists, Data Elements
  • Creating Data Files using R

Data Handling in R Programming

  • Basic Operations in R – Expressions, Constant Values, Arithmetic, Function Calls, Symbols
  • Sub-setting Data
  • Selecting (Keeping) Variables
  • Excluding (Dropping) Variables
  • Selecting Observations and Selection using Subset Function
  • Merging Data
  • Sorting Data
  • Adding Rows
  • Visualization using R
  • Data Type Conversion
  • Built-In Numeric Functions
  • Built-In Character Functions
  • User Built Functions
  • Control Structures
  • Loop Functions

Introduction to Statistics

  • Basic Statistics
  • Measure of central tendency
  • Types of Distributions
  • Anova
  • F-Test
  • Central Limit Theorem & applications
  • Types of variables
  • Relationships between variables
  • Central Tendency
  • Measures of Central Tendency
  • Kurtosis
  • Skewness
  • Arithmetic Mean / Average
  • Merits & Demerits of Arithmetic Mean
  • Mode, Merits & Demerits of Mode
  • Median, Merits & Demerits of Median
  • Range
  • Concept of Quantiles, Quartiles, percentile
  • Standard Deviation
  • Variance
  • Calculate Variance
  • Covariance
  • Correlation

Introduction to Statistics – 2

  • Hypothesis Testing
  • Multiple Linear Regression
  • Logistic Regression
  • Market Basket Analysis
  • Clustering (Hierarchical Clustering & K-means Clustering)
  • Classification (Decision Trees)
  • Time Series Analysis (Simple Moving Average, Exponential smoothing, ARIMA+)

Introduction to Probability

  • Standard Normal Distribution
  • Normal Distribution
  • Geometric Distribution
  • Poisson Distribution
  • Binomial Distribution
  • Parameters vs. Statistics
  • Probability Mass Function
  • Random Variable
  • Conditional Probability and Independence
  • Unions and Intersections
  • Finding Probability of dataset
  • Terminology in Probability
  • Probability Distributions

Data Visualization Techniques

  • Bubble Chart
  • Sparklines
  • Waterfall chart
  • Box Plot
  • Line Charts
  • Frequency Chart
  • Bimodal & Multimodal Histograms
  • Histograms
  • Scatter Plot
  • Pie Chart
  • Bar Graph
  • Line Graph

Introduction to Machine Learning

  • Overview & Terminologies
  • What is Machine Learning?
  • Why Learn?
  • When is Learning required?
  • Data Mining
  • Application Areas and Roles
  • Types of Machine Learning
  • Supervised Learning
  • Unsupervised Learning
  • Reinforcement learning

Machine Learning Concepts & Terminologies

Steps in developing a Machine Learning application

  • Key tasks of Machine Learning
  • Modelling Terminologies
  • Learning a Class from Examples
  • Probability and Inference
  • PAC (Probably Approximately Correct) Learning
  • Noise
  • Complexity-Noise and Model
  • Triple Trade-Off
  • Association Rules
  • Association Measures

Regression Techniques

  • Concept of Regression
  • Best Fitting line
  • Simple Linear Regression
  • Building regression models using excel
  • Coefficient of determination (R- Squared)
  • Multiple Linear Regression
  • Assumptions of Linear Regression
  • Variable transformation
  • Reading coefficients in MLR
  • Multicollinearity
  • VIF
  • Methods of building Linear regression model in R
  • Model validation techniques
  • Cooks Distance
  • Q-Q Plot
  • Durbin- Watson Test
  • Kolmogorov-Smirnof Test
  • Homoskedasticity of error terms
  • Logistic Regression
  • Applications of logistic regression
  • Odds concept
  • Concept of Odds Ratio
  • Derivation of logistic regression equation
  • Interpretation of logistic regression output
  • Model building for logistic regression
  • Model validations
  • Confusion Matrix
  • Concept of ROC/AOC Curve
  • KS Test

Market Basket Analysis

  • Applications of Market Basket Analysis
  • What is association Rules
  • Overview of Apriori algorithm
  • Key terminologies in MBA
  • Support
  • Confidence
  • Lift
  • Model building for MBA
  • Transforming sales data to suit MBA
  • MBA Rule selection
  • Ensemble modelling applications using MBA

Time Series Analysis (Forecasting)

  • Model building using ARIMA, ARIMAX, SARIMAX
  • Data De-trending & data differencing
  • KPSS Test
  • Dickey Fuller Test
  • Concept of stationarity
  • Model building using exponential smoothing
  • Model building using simple moving average
  • Time series analysis techniques
  • Components of time series
  • Prerequisites for time series analysis
  • Concept of Time series data
  • Applications of Forecasting

Decision Trees using R

  • Understanding the Concept
  • Internal decision nodes
  • Terminal leaves.
  • Tree induction: Construction of the tree
  • Classification Trees
  • Entropy
  • Selecting Attribute
  • Information Gain
  • Partially learned tree
  • Overfitting
  • Causes for over fitting
  • Overfitting Prevention (Pruning) Methods
  • Reduced Error Pruning
  • Decision trees – Advantages & Drawbacks
  • Ensemble Models

K Means Clustering

  • Parametric Methods Recap
  • Clustering
  • Direct Clustering Method
  • Mixture densities
  • Classes v/s Clusters
  • Hierarchical Clustering
  • Dendogram interpretation
  • Non-Hierarchical Clustering
  • K-Means
  • Distance Metrics
  • K-Means Algorithm
  • K-Means Objective
  • Color Quantization
  • Vector Quantization

Tableau Analytics

  • Tableau Introduction
  • Data connection to Tableau
  • Calculated fields, hierarchy, parameters, sets, groups in Tableau
  • Various visualizations Techniques in Tableau
  • Map based visualization using Tableau
  • Reference Lines
  • Adding Totals, sub totals, Captions
  • Advanced Formatting Options
  • Using Combined Field
  • Show Filter & Use various filter options
  • Data Sorting
  • Create Combined Field
  • Table Calculations
  • Creating Tableau Dashboard
  • Action Filters
  • Creating Story using Tableau

Analytics using Tableau

  • Clustering using Tableau
  • Time series analysis using Tableau
  • Simple Linear Regression using Tableau

R integration in Tableau

  • Integrating R code with Tableau
  • Creating statistical model with dynamic inputs
  • Visualizing R output in Tableau
  • Case Studies
  • 1- Real time project with Twitter Data Analytics
  •  2- Real time project with Google Finance
  •  3- Real time project with IMDB Website

Career Advantages of Data Science Online Course

Data Science is making remarkable in various industries and the companies are witnessing that the utilization of data science processes brings massive ROI through tools and technologies such as Machine Learning, Python, Java, Artificial Intelligence, and Natural Language Processing, etc. It generates tremendous job opportunities for skilled and certified data science professionals to perform various tasks to retrieve meaningful insights. Learn the best Data Science Online Course with 100% Placement Assistance at Softlogic. Check out the following factors to prove that the launching of a career in data science gives a promising future for global aspirants.

  • Multiple Job Profile Options such as Data Scientist, Data Analyst, Research Analyst, Business Analyst, Big Data Engineer, Analytics Manager, and so on.
  • Business Organizations will know how and when their products are to be sold by knowing the marketing trends and requirements. It helps businesses with accurate decision-making.
  • Highly paid jobs with tremendous career opportunities. According to the survey, the average salary of Data Science Professionals is around $106,000 Per Annum.
  • Quickly hiring benefits that the CVs of data science professionals can be hired easily as they will be looking best candidates for the required jobs descriptions with multiple skills.

Job Opportunities of learning Online Data Science Course

Our Data Science Online Training Course helps the professionals to get involved for management and industry leaders in their decision-making process. We will train the students with the ability to challenge their staff to focus on the exact issues for adopting the best practices wisely, take direct actions according to trends for defining goals, identify opportunities for data-driven evidence, test the decisions by identifying the target audiences, and recruit the right talent for the organizations. By the end of our Online Data Science Course, the learners can able to apply for the following positions.

  • Data Scientist
  • Data Analyst
  • Data Engineer
  • Data Architect
  • Data Storyteller
  • Machine Learning Scientist
  • Machine Learning Engineer
  • Business Intelligence Developer
  • Database Administrator
  • Technology Specialized Roles

About our Online Data Science Course Trainer

We have skilled and certified trainers for Online Data Science Course who are proficient and experienced and they are dedicated to serving you better for your career in the Data Science Domain. They have strong computer knowledge, programming skills, are well-versed in data science-related applications and services, are dedicated to teaching, and have a student-friendly nature. They will be allocated on the flexible learning hours of students along with other batch students or one-on-one online sessions for the Online Data Science Course.

We have trainers in our Online Data Science Course who are professional techies in top companies like Accenture, IBM, TCS, CTS, Microsoft, Wipro, Amazon, Netflix, Facebook, and Google and they have 15+ years of experience in data science projects. They have excellent communication and collaboration skills to teach the global students with an industry-standard data science course structure that helps them obtain jobs easily. Our trainers equip the students with interview-related techniques along with the assurance of conceptual understanding of data science and hands-on exposure. Learn from industry experts of our Online Data Science Training Institute.

Online Data Science Course Certification

Our Online Data Science Course Certification adds value to your resume as it is globally recognized for its quality and performance. It validates your data science skills through a performance tracker and our trainers and placement coach will improve the areas to be focused on. We provide Data Science Course Completion Certification at the end of the online course and we update them in our placement portal for the companies’ reference. Enroll in our Online Data Science Training Institute today to get the learning and career benefits.

Project Practices

Chatbots Development

Learn to create Chatbots for businesses to handle customer queries and messages by applying data science techniques.

Credit Card Fraud Detection

Learn to analyze the customer’s behavior through mapping the location for identifying fraud transactions.

Fake News Detection

Learn to identify the authenticity of the information by implementing libraries and frameworks on the news dataset.

Forest Fire Prediction

Learn to control forest fire by identifying major fire hotspots and the severity along with wildfire history seasons.

Learners Reviews about our Online Data Science Training Course

Jegan. T

The faculties at Softlogic are excellent and skilled. They have provided the best Data Science Training at par industry. My trainers were very interactive and assign me a lot of exercises to practice. Now I got a job in a reputed company. I can perform well in any projects allocated for me. Thanks a bunch, to Softlogic for they have helped me to begin my career in my desired domain. I highly recommend Softlogic for freshers and professionals for all Online IT Training Courses.

Nisha

The data science curriculum designed by Softlogic was very useful and full of hands-on exercises. I have learned them all with the guidance of expert trainers. There they allow me to utilize lab hours for practicing projects and practical concepts. I thank Softlogic for helping me to implement my innovative ideas to the projects and it helps me now to showcase my skill in my current job. Data Science Online Training at Softlogic is best for all the interested people and I am witnessing the assured guidance.

Swathi Lakshmi

Hi, I am Swathi got Data Science Training at Softlogic. The whole training period was very interactive and interesting. My trainer helped me to clear all my doubts on the spot and assign me projects to learn them by implementing them in real-time. Now I am working as a Data Analyst and I can perform in all the assigned projects with confidence. Thanks a lot, Softlogic and I recommend this institute for my friends and relatives to take up training.

Gurunadhan

I got through interviews only by the best Online Data Science Training of Softlogic. The trainers are dedicated and give their best for me to succeed in my desired career. The syllabus is carefully made as per the industry needs with comprehensive practical training. I admired their guidance on projects and I can implement the learned skills in my current job. Thanks to Softlogic for skilled technical trainers and caring placement trainers.

Manuka

The training and career guidance provided by Softlogic is just awesome and fruitful for me for getting a job as Data Engineer. The way of Data Science Online Training at Softlogic can’t compare with any other institute because of the well-designed curriculum and practical practices. They help me to develop my skills for performing well in my position and I thank Softlogic for putting in me industry-oriented knowledge. I recommend Softlogic to my friends to begin their careers successfully.

FAQs About Our Data Science Online Training 

Develop your data science computing skills in our Data Science Online Training Course and we have given some of the frequently asked questions here for your course-related queries. If you are not answered in this, feel free to contact us @ 86818 84318 for Online Data Science Training Course.

What is Data Science exactly?

Data Science is the field that contains the work of data analysis, data cleansing, aggregating, data manipulating, and data visualization used in the decision-making process of companies. Learn the best Data Science Course Online at Softlogic

Is a Data Science job stressful?

No, the data science job is the best job that gives work-life balance with job satisfaction. It gives continuous learning opportunities and exponential career growth for all interested candidates. We are the leading Online Data Science Training Platform with 100% Job Assistance.

What is the Demand for Data Science Jobs?

Talented Data Science professionals are being hired by companies now and then and the companies are willing to pay a good salary for those who are certified with specializations. Our Online Data Science Certification Course is all you need for obtaining the best job.

What is the highest pay of Data Science Professionals in India?

The highest pay of data science professionals is around INR 23,00,000 per annum in India. It may vary according to the skillset and experience of employees. Enroll at Softlogic to get your desired job as we continuously guide you for a lifetime in our Online Data Science Training Institute.

Is Data Science best for freshers?

Yes, Industries are hiring freshers who have satisfying hands-on experience with certification to make careful data-driven decisions. We guide you through peerless placement assistance such as communication skills, collaboration skills, team management skills, leadership skills, and other job-related skills along with Online Data Science Course

How Softlogic helps me in placement after Online Data Science Course completion?

Once you enroll in our Online Data Science Course, we will begin your classes for aptitude and soft skill development. During the Data Science course, we equip you with a performance tracker and help you to improve the areas you need to enhance. At the end of the Data Science course completion, we arrange you interviews in top companies as per their openings and we will guide you until you get placed in your desired profile.