- Introduction to MS Excel, Cell Ref, Basic Functions and Usage
- Sorting, Filtering, Advance Filtering, Subtotal
- Pivot Tables and Slicers
- Goal Seek and Solver
- Different Charts Graphs – Which one to use and when
- Vlookup, Hlookup, Match, Index
- Conditional Formatting
- Worksheet & Workbook Reference, Error Handling
- Logical Operators & Functions – IF and Nested IF
- Data Validation
- Text Functions
- Form Controls
- Dashboard
- 6 Case Studies from App Cab Aggregators, Insurance, Sports, Sales, Marketing, Web Analytics Industry
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- Data Science and Machine Learning Artificial Intelligence and Deep Learning Certification Course
Data Science & Machine Learning, Artificial Intelligence and Deep Learning Certification Course
Gain a basic understanding and basic knowledge of data visualization, artificial intelligence, predictive modelling, tableau, sql, database management and more.
Online
6 Months
₹ 56,462
Inclusive of GST
Quick facts
particular | details | |||
---|---|---|---|---|
Collaborators
FutureSkills
|
Medium of instructions
English
|
Mode of learning
Self study, Virtual Classroom
|
Mode of Delivery
Video and Text Based
|
Frequency of Classes
Weekends
|
Course overview
The Data Science & Machine Learning, Artificial Intelligence, and Deep Learning Online Course is a 6 monthly weekend program offered by the Ivy Professional School. Since the last five years, IVY Pro School has regularly ranked among the top analytics and data science institutions in the country (Silicon India Magazine, Analytics India magazine). The distinguished academic members of IVY Pro are affiliated with major institutions such as IIMs, ISI, IITs, and renowned US universities.
The Data Science & Machine Learning, Artificial Intelligence, and Deep Learning training teach about Analytics. As organizations and Businesses become more data-driven, there is a growing need to gain a better understanding of all that data and transform it into actionable insights. In a competitive climate, statistics becomes the key driver that aids decision-making to use the information for new initiatives and an optimal return on investment.
The Data Science & Machine Learning, Artificial Intelligence, and Deep Learning syllabus covers Automation and dashboarding using advanced excel, Data visualization using Tableau, Predictive modeling using R, Relational database management, SQL queries, Business Statistics, Data Science with Python, Deep Learning, Artificial Intelligence, and Machine Learning, etc.
The highlights
- Course provider Ivy Pro School
- Job-ready skills
- 6 months duration
- Weekend classes
- Professional portfolio
- Online Mentorship
- Tailor-made curriculum
Program offerings
- Lectures
- Online learning
- Class recording
- Projects
- Assignments
Course and certificate fees
Fees information
Data Science & Machine Learning, Artificial Intelligence, and Deep Learning Certification Course Fees
Head | Amount in INR |
Course Fee | Rs. 56,462 + Taxes |
certificate availability
certificate providing authority
Eligibility criteria
- Under-graduate or Postgraduate in Stats/ Maths/ Commerce/ Economics/ Finance.
- MBA Students (All Streams).
- Final and 3rd Year B.Tech / B.E.
- Finance/Banking/KPO/IT Working Professional.
Certification Qualifying Details
Candidates must successfully finish the Data Science & Machine Learning, Artificial Intelligence and Deep Learning Certification Course to receive the renowned certification from Ivy Professional School.
What you will learn
After completing the Data Science & Machine Learning, Artificial Intelligence, and Deep Learning Certification Course, candidates will learn about Data visualization using Tableau, Automation and dashboarding using advanced excel, Predictive modeling using R, SQL queries, Business Statistics, Relational database management, Data Science with Python, Artificial Intelligence, Machine Learning, Deep Learning, etc.
Admission details
To get admission to the Data Science & Machine Learning, Artificial Intelligence and Deep Learning online training, follow the steps mentioned below:
Step 1. Candidates can get to the official course detail webpage by clicking on the link provided below. (https://ivyproschool.com/our-courses/big-data-and-analytics/data-science-machine-learning-artificial-intelligence-deep-learning-certification-course)
Step 2. Learners can obtain further information by accessing the site and completing the form.
Step 3. In order to be admitted, students are required to complete the admissions procedure by contacting a course adviser and completing the form.
The syllabus
Dashboarding and Automation Using Advanced Excel
SQL Queries & Relational Database Management
- Relational Database Fundamentals
- Steps to Design Efficient Relational Database Models
- Case Studies on Designing Database Models
- Case Study Implementation on Handling Data
- Importing / Exporting Large Amount of Data into a database
- SQL Statements – DDL, DML, DCL, DQL
- Writing Transactional SQL Queries, Merging, joining, sorting, indexing, co-related queries, etc.
- Hands-on Exercises on Manipulating Data Using SQL Queries
- Creating Database Models Using SQL Statements
- Individual Projects on Handling SQL Statements
- 6 Case Studies from App Cab Aggregators, E-commerce, Sports Industry
Data Visualization using Tableau
- Introduction to Data Visualization
- Introduction of Data Visualization using Tableau
- Tableau Basics
- Working with Sorting and Filters
- Creating Dual Axis and Combo Charts
- Table Calculations
- Calculated Field
- Logical Calculations
- Date Calculations
- Parameters
- Using Actions to Create Interactive Dashboards
- Advanced Charts
- Working with data
- Sets
- Drilling Up/Down using Hierarchies
- Grouping
- Bins/Histograms
- Analytics using Tableau
- Building dashboards
- Storytelling with Data
- Data Interpreter
- 4 Case Studies on Retail, Airline, Bank datasets
Business Statistics
- Types of data, Graphical representation
- Correlation, Data Modeling & Index Numbers
- Measures of Central Tendency & Dispersion
- Forecasting & Time Series Analysis
- Probability, Bayesian Theory
- Probability Distribution and Mathematical Expectation
- Sampling and Sampling Distribution
- Theory of Estimation and Testing of Hypothesis
- Analysis of Variance
- Regression Models
Predictive Modeling with R
- Introduction to R
- Data Handling in R
- Overview of Analytics and Statistics
- String and character functions in R
- Overview of Analytics and Statistics
- Linear regression in R
- Logistic Regression in R
- Time Series theory discussion overview
- Clustering Concepts and Case Study
- Feature Engineering & Dimension Reduction and Case Study
- Decision Trees
Data Science with Python
- Python Essentials
- Scientific Distribution
- Accessing / Importing and Exporting Data using Python modules
- Data Manipulation
- Visualization using Python
- Introduction to Predictive Modeling
- Modeling on Linear Regression
- Modeling on Logistic Regression
- Time Series Forecasting
Machine Learning, Artificial Intelligence, and Deep Learning
- Predictive Modeling Basics
- Unsupervised Learning : Segmentation
- Supervised learning : Decision Tree
- Supervised Learning : Ensemble Learning
- Supervised Learning : Artificial Neural Networks (ANN)
- Supervised Learning : Support Vector Machines
- Supervised Learning : KNN
- Supervised Learning : Naïve Bayes
- Text Mining and Analytics
- Introduction to TensorFlow
- Convolutional Neural Networks (CNN)
- Recurrent Neural Networks (RNN)
How it helps
Candidates pursuing Data Science & Machine Learning, Artificial Intelligence, and Deep Learning Certification Course will be benefited in the following ways:
- Earn a certificate from the Top Ranked Analytics and Data Science schools.
- Learn about deep learning, data science, artificial intelligence, and machine learning.
- Participate in various industrial projects in the field of real estate, aviation management, marketing, finance, banking, human resource management, and more to gain hands-on field experience.
FAQs
Ivy Pro School is the course provider of the Data Science & Machine Learning, Artificial Intelligence, and Deep Learning Certification training.
The duration of the Data Science & Machine Learning, Artificial Intelligence, and Deep Learning Certification online course are 6 months.
Ivy Pro School collaborated with Future Skills to provide Data Science & Machine Learning, Artificial Intelligence, and Deep Learning Certification tutorials.
The total learning hours of the Data Science & Machine Learning, Artificial Intelligence and Deep Learning Certification Course is 225 hours over period of 6 months.