Data Science Course in Bangalore
with
100% Placement Assistance
- Job oriented Training
- Expert Trainers with 15+ years Exp
- Interview Questions
Data Science Course in Bangalore - Online Batch Details
| Trainer Name | Mr. Sasi |
| Trainer Experience | 15+ Years |
| Next Batch Date | 22-02-2023 (8:00AM IST) |
| Training Modes: | Classroom Training, Online Training (Instructor Led) |
| Course Duration: | 6 Months |
| Call us at: | +91 87223 55666 |
| Email Us at: | dturtleacademy@gmail.com |
| Demo Class Details: | ENROLL FOR A FREE DEMO CLASS |
Data Science Course Syllabus
- Recap of Demo
- Introduction to Types of Analytics
- Project life cycle
- An introduction to our E learning platform
- Data Types
- Measure Of central tendency
- Measures of Dispersion
- Graphical Techniques
- Skewness & Kurtosis
- Box Plot
- R
- R Studio
- Descriptive Stats in R
- Python (Installation and basic commands) and Libraries
- Jupyter note book
- Set up Github
- Descriptive Stats in Python
- Random Variable
- Probability
- Probility Distribution
- Normal Distribution
- SND
- Expected Value
- Sampling Funnel
- Sampling Variation
- CLT
- Confidence interval
- Assignments Session-1 (1 hr)
- Introduction to Hypothesis Testing
- Hypothesis Testing with examples
- 2 proportion test
- 2 sample t test
- Anova and Chisquare case studies
- Visualization
- Data Cleaning
- Imputation Techniques
- Scatter Plot
- Correlation analysis
- Transformations
- Principles of Regression
- Multiple Linear Regression
- Multiple Logistic Regression
- Confusion matrix
- Receiver operating characteristics curve (ROC curve)
- R shiny
- Streamlit
- Supervised vs Unsupervised learning
- Data Mining Process
- Hierarchical Clustering / Agglomerative Clustering
- Visualization of clustering algorithm using Dendrogram
- PCA and tSNE
- Why dimension reduction
- Advantages of PCA
- Calculation of PCA weights
- 2D Visualization using Principal components
- Basics of Matrix algebra
- What is Market Basket / Affinity Analysis
- Measure of association
- Support
- Confidence
- Lift Ratio
- Apriori Algorithm
- User-based collaborative filtering
- Measure of distance / similarity between users
- Driver for recommendation
- Computation reduction techniques
- Search based methods / Item to item collaborative filtering
- Vulnerability of recommender systems
- Workflow from data to deployment
- Data nuances
- Mindsets of modelling
- Elements of Classification Tree – Root node, Child Node, Leaf Node, etc.
- Greedy algorithm
- Measure of Entropy
- Attribute selection using Information Gain
- Implementation of Decision tree using C5.0 and Sklearn libraries
- Data types Identification and probability
- Expected values, Measures of central tendencies
- Skewness and Kurtosis & Boxplot
- Practice Mean, Median, Varience, Standard Deviation and Graphical representations in R
- Creating Python Objects
- Resume Preparation
- Interview Support
Key Features of Data Science Course in Bangalore
- D Turtle institute is one of the leading Training institutes in Bangalore with a view to promote advanced learning and research in the field of Information Technology.
- Comprehensive curriculum covering all aspects of data science, including data analysis, machine learning, and deep learning.
- Expert trainers with real-world industry experience in data science.
- Practical hands-on training using industry-standard tools and techniques.
- Project-based learning approach to provide hands-on experience with real-world problems.
- Flexibility in course scheduling and duration to accommodate individual needs.
- Small batch sizes for personalized attention and better learning outcomes.
- Career guidance and placement assistance for students after completion of the course.
- Regular updates to the course content to stay up-to-date with the latest developments in the field.
Benefits of Data Science
Data-Driven Decision Making
Data Science enables organizations to make informed decisions based on data analysis, reducing the risk of making incorrect decisions and increasing the chances of success.
Improved Business Performance
By leveraging Data Science techniques, organizations can gain insights into customer behavior, market trends, and operational inefficiencies, leading to improved business performance.
Increased Efficiency and Productivity
Data Science can help automate repetitive tasks, streamline business processes, and identify areas for improvement, leading to increased efficiency and productivity.
Personalization of Products and Services
With the help of Data Science, organizations can personalize their products and services based on customer preferences, leading to increased customer satisfaction and loyalty.
Innovation and Competitive Advantage
Data Science enables organizations to innovate and stay ahead of the competition by identifying new business opportunities, developing new products and services, and optimizing existing ones.
Societal Benefits
Data Science can be used to address social issues such as healthcare, education, and environmental sustainability, leading to improved quality of life for individuals and communities.
Our Students Feedback
About Data Science Course in Bangalore
Data Science is an interdisciplinary field that involves the use of statistical and computational methods to extract insights and knowledge from data.
It involves various techniques such as data mining, machine learning, and data visualization, among others. Data Science has applications in a wide range of industries, including healthcare, finance, and e-commerce, and is rapidly growing in demand.
D Turtle Institute offers top-notch training programs in Data Science Course in Bangalore, designed to equip students and professionals with the skills and knowledge required to succeed in this field.
With a practical approach to learning, project-based training, and placement assistance, D Turtle Institute is a great choice for anyone looking to upskill or re-skill in Data Science. Our training mode is available in 3 different modes – Data science course online, classroom training and self learning options.
Our Data Science course curriculum includes class recordings as well as supplementary materials like sample resumes and everything students need to learn how to implement the technology at their jobs.
Our Data Science training and placement program will help you to prepare for interviews, practice Q&A sessions and develop strategies that make you ready for real-world situations.
Enroll in with D Turtle Academy for Data Science training in Bangalore and build a lucrative career.
Our Accomplishments
Data Science Course Certification
- A Data Science certification is recognized by the industry as evidence of your skills and knowledge in the field.
- Data Science certification can help you advance your career by providing you with a competitive edge over your peers. With the right certification, you can increase your chances of getting a promotion or landing a better job.
- Preparing for a Data Science certification exam requires you to go through a rigorous training program, which helps you enhance your skills and knowledge in the subject.
- Data Science certification helps you stay up-to-date with the latest industry trends and developments. It also provides you with access to a network of certified professionals, which can help you grow professionally.
- Certified Data Scientist (CDS)
- IBM Data Science Professional Certificate
- Cloudera Certified Data Scientist
- Microsoft Certified: Azure Data Scientist Associate
- SAS Certified Data Scientist
- Google Cloud Certified - Professional Data Engineer
Skills Developed Post Data Science Course in Bangalore
- Data Analysis: You will be able to analyze and interpret complex data sets using statistical and analytical tools and techniques.
- Machine Learning: You will learn to build and implement machine learning models to analyze and predict patterns in data.
- Data Visualization: You will be able to create compelling visualizations of data to effectively communicate insights and findings to stakeholders.
- Programming: You will learn programming languages such as Python and R, which are widely used in Data Science.
- Big Data Processing: You will learn to work with big data processing tools such as Hadoop and Spark to handle large volumes of data.
- Critical Thinking: You will develop critical thinking skills to identify and solve complex data-related problems and make informed decisions based on data analysis.
Career Opportunities in Data Science
Prerequisites for Data Science Course
- A strong foundation in programming languages such as Python, R, or Java is essential for Data Science. Knowledge of programming concepts like variables, loops, functions, and data structures is necessary.
- Knowledge of how to handle data in various forms, including structured, semi-structured, and unstructured data, is necessary.
- Familiarity with database management systems (DBMS) and SQL is required to manage and manipulate data.
FAQs
Data science is important because it helps organizations make better decisions by using data to identify patterns, trends, and insights.
Yes, with dedication and hard work a fresher can also become a data scientist as it combines technical and analytical skills, including programming, statistics, data visualization, and machine learning.
Yes, with D Turtle Academy’s self-paced video learning option you can learn and master the concepts of Data Science.
The answer is yes, if you have a strong background in mathematics and coding then becoming a data scientist in 6 months is possible.
The duration of the Data Science training program varies depending on the course and level of the program. At D Turtle Institute, we offer beginner, intermediate, and advanced level programs with durations ranging from 1 month to 3 months.
We offer both online and classroom training for Data Science programs at D Turtle Institute. You can choose the mode of training that suits you the best.
No, you don’t need any prior experience in Data Science to enroll in our beginner-level training program. However, some programming knowledge and mathematical aptitude can be helpful.
At D Turtle Institute, we offer hands-on project-based training. You will work on real-life industry projects related to Data Science, Machine Learning, and Artificial Intelligence, giving you practical experience.
Our trainers are industry experts with several years of experience in Data Science, Machine Learning, and Artificial Intelligence. They are certified professionals with experience in working on real-world projects.
Yes, we offer placement assistance to our students. We have tie-ups with several leading companies and can help our students with job placements.
Yes, we offer demo classes for our programs. You can attend a demo class to get a better understanding of the course content and training methodology.
The fee structure varies depending on the course and level of the program. You can contact us for more information on the fee structure.
Yes, you will receive a certificate of completion after successfully completing the training program. The certificate is recognized by leading companies in the industry.
We provide post-training support to our students, which includes resume building, interview preparation, and mentoring. We also have a dedicated support team that can help you with any queries or doubts you may have after the completion of the program.