Data Science is a multidisciplinary field that involves extracting knowledge and insights from various types of data using techniques from statistics, computer science, domain expertise, and other relevant fields. It encompasses a range of activities, including data collection, data cleaning and preprocessing, data analysis, machine learning, and the interpretation and communication of results.
Description of Data Science Training Course
Data science is an interdisciplinary field that combines techniques, tools, and methodologies from various domains, including statistics, mathematics, computer science, and domain expertise, to extract valuable insights and knowledge from data. It involves the process of collecting, cleaning, analyzing, and interpreting large and complex datasets to make informed decisions and solve real-world problems.
The data science training will accelerate your career as it covers relevant and trending topics to work in real-time scenarios for professionals. The online data science training program will help you to learn in a structured way to gain in-depth knowledge and earn your Data Science Certification for a peak in your career. Enroll now in the best data science course with iTrainU institute and get placed well in great companies.
Data Science Course Syllabus
Python Programming & SQL
- Introduction to Data Science using Python
- Python basic constructs
- Data types in python
- Conditional Statements
- Iterative Statements
- Functions in Python
- OOP in Python
- File Handling
- Exception Handling
- Databases and SQL
Statistics & Data Analysis
- Probability
- Descriptive Statistics
- Inferential Statistics
- NumPy for mathematical computing
- Data manipulation using Pandas
- Data visualization with Matplotlib and Seaborn
- Web Scraping Using Beautifulsoup
Machine Learning
- Introduction to Machine Lelllarning
- Supervised Learning
- Regression
- Linear Regression
- Multiple and Polynomial regression
- Regularization, Ridge and Lasso regression
- Classification
- Logistic Regression
- K Nearest Neighbours
- Decision Trees
- Naïve Bayes
- Support Vector Machine
- Ensemble Techniques: Random Forests, Gradient boosting machines
- Unsupervised Learning
- Clustering
- Principal Component Analysis
AI & Deep Learning
- Introduction to Deep Learning and Neural Networks
- Artificial neural Networks
- Neurons, Layers and Activation Functions
- Convolutional neural networks
- Convolution Operation, Pooling, Padding and Strides
- Recurrent neural networks
- LSTM, GRU
- Computer Vision & Natural Language processing using CNNs & RNNs
R For Data Science
- Introduction to Deep Learning and Neural Networks
- Artificial neural Networks
- Neurons, Layers and Activation Functions
- Convolutional neural networks
- Convolution Operation, Pooling, Padding and Strides
- Recurrent neural networks
- LSTM, GRU
- Computer Vision & Natural Language processing using CNNs & RNNs
Tableau
- Data Visualization
- Business Intelligence tools
- Introduction to Tableau
- Tableau Architecture
- Tableau Server Architecture
- VizQL
- Introduction to Tableau Prep
- Tableau Prep Builder User Interface
- Data manipulation using R (dplyr)
- Data Preparation techniques using Tableau Prep Builder tool
Power BI
- Introduction to Power BI
- Business Intelligence
- Self Service Business Intelligence
- SSBI Tools
- Power BI vs Tableau vs QlikView
- What is Power BI
- Why Power BI?
- Key Benefits of Power BI
- Flow of Power BI
- Components of Power BI
- Architecture of Power BI
- Building Blocks of Power BI
- Question Bank
Upcoming Batch For Data Science Course
Duration |
Timings |
|---|---|
| (Mon – Sat) 45 Days | 7:00 AM to 8:00 AM |
| (Mon – Sat) 45 Days | 7:00 PM to 8:00 PM |
Data Science Course Certification After Completion
iTrainU institute offer the most detailed, practical-oriented, and the best data science course in Indore. Whether you are a beginner or have some experience, this course is the right fit for you as our expert trainers cover everything from latest trends of data science.
We tech you from Starting with Python programming and data analysis, and going deep down to machine learning, deep learning, and artificial intelligence (AI), you will learn all the concepts in a detail.
During this classroom course, you will master in data science skills, including data collection, extraction, integration, data mining, statistical analysis, predictive analysis, and numerous essential concepts. By the end of the training in data science, you will be on your way to kickstarting a thriving career as a successful Data Scientist.
Data Science Course Trainer
- Shilpi Jain (Senior Software Trainer & Developer) has total 17+ Year of experience in teaching IT training in Indore, her expertise in Core & Advance Java , Java .
- Shilpi has Trained more than 1500+ students on Java in Indore. He has always got five star starting and review for her teaching technique. She will Demonstrates excellent programming & development skills.
Our Student Placed
iTrainU Institute provide job assistance for placement , we have tie-up with many software Development companies like
Why ITRAINU Institute?
- Practical Trainning approach
- Real life example during lectures & live project
- Lab Facility
- Pearson VUE Exam Center
- Redhat Linux Exam Center
- Placement support
- Corporate behaviour training
- Basic ITSM training
- Career counselling and road map for next 5 year.
- Paid Hostel facility support
- Live project Support for college Students
- Internship support
- Certified Trainers with Field Experience
- Study Material
- Latest Course Content
- Recorded Lectures
Best Data Science Training Frequency Ask Question (FAQ)
Can I Learn Data Science in 3 months?
Learning data science in three months is certainly possible, but the depth of your understanding and the complexity of the projects you can tackle might be limited by the short time frame.
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