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Best Data Science with Python Training in Bangalore
In today’s era of technology, data plays a crucial role in each and every field. The fact cannot be denied that Data Science has become one of the most widely accepted disciplines of all time. Data Science can be defined as the study of datasets which is in some way or other associated with data collection, data organization, data interpretation, and data analyzing. After these steps are completed the data is transformed into useful information. The entire procedure demands rigorous training and understanding about different aspects which can be attained by opting for Data Science training in Bangalore. If you are ambitious enough and willing to chase your dreams of working with top-notch IT MNC’s then you can take up Data Science with Python Training in Bangalore.
Since Python is a popular programming language learning it along with Data science can prove to be a great addition to your skills. Most of the IT companies prefer to hire professionals having knowledge of Data Science with Python as they have are multi-skilled and have elaborate knowledge about both the concepts. Students interested in taking Data Science training in Bangalore can pick a course at Besant Technologies as it is known for being one of the best training institutes offering Data Science with Python Training in Bangalore.
What is Data Science?
Data Science can be stated as a study of data and information. Data is analyzed in an elaborate manner and gradually transformed into a valuable resource that is further used for creating IT strategies. It can be further defined as a blend of data interference, algorithm development, and technology brought together to resolve complex issues. The process of mining a vast amount of structured and unstructured data to understand their respective patterns may help an organization in increasing its cost-effectiveness and efficiency. Further, it also helps in exploring various market opportunities and improving production output.
A data scientist can easily contribute to an organization’s decision making process by including quantifiable and data-based information in their decision. Learning Python with Data Science can be a plus point for the students as most of the IT companies across the world are implementing this programming language to harvest insights from their vast pool of information to stay ahead in the competition. Since Data Science and Python are two different concepts students may perceive that it may be a difficult course to learn. However, the fact is taking up Data Science with Python is an easy way to learn both the concepts as the course is structured differently.
If you are willing to learn Data Science with Python Classes in Bangalore then you must ensure that you choose a well-recognized institute having a strong team of tutors. Besant Technologies has a team of highly qualified professionals having a strong industry background. Students can completely rely upon the tutors as they constantly work towards imparting comprehensive knowledge to the students.
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Syllabus of Data Science with Python Training in Bangalore
Module 1: Introduction to Data Science (Duration-1hr)
- What is Data Science?
- What is Machine Learning?
- What is Deep Learning?
- What is AI?
- Data Analytics & it’s types
Module 2: Introduction to Python (Duration-1hr)
- What is Python?
- Why Python?
- Installing Python
- Python IDEs
- Jupyter Notebook Overview
Module 3: Python Basics (Duration-5hrs)
- Python Basic Data types
- IF statements
- Selection by position & Labels
Module 4: Python Packages (Duration-2hrs)
- Sci-kit Learn
- Mat-plot library
Module 5: Importing data (Duration-1hr)
- Reading CSV files
- Saving in Python data
- Loading Python data objects
- Writing data to CSV file
Module 6: Manipulating Data (Duration-1hr)
- Selecting rows/observations
- Rounding Number
- Selecting columns/fields
- Merging data
- Data aggregation
- Data munging techniques
Module 7: Statistics Basics (Duration-11hrs)
- Central Tendency
- Normal Distribution
- Probability Basics
- What does it mean by probability?
- Types of Probability
- ODDS Ratio?
- Standard Deviation
- Data deviation & distribution
- Bias variance Tradeoff
- Distance metrics
- Euclidean Distance
- Manhattan Distance
- Outlier analysis
- What is an Outlier?
- Inter Quartile Range
- Box & whisker plot
- Upper Whisker
- Lower Whisker
- catter plot
- Cook’s Distance
- Missing Value treatments
- What is an NA?
- Central Imputation
- KNN imputation
- Pearson correlation
- Positive & Negative correlation
- Error Metrics Duration-3hr
- Confusion Matrix
- F1 Score
Module 8: Machine Learning
Module 9: Supervised Learning (Duration-6hrs)
- Linear Regression
- Linear Equation
- R square value
- Logistic regression
- ODDS ratio
- Probability of success
- Probability of failure
- ROC curve
- Bias Variance Tradeoff
Module 10: Unsupervised Learning (Duration-4hrs)
- K-Means ++
- Hierarchical Clustering
Module 11: Other Machine Learning algorithms (Duration-10hrs)
- K – Nearest Neighbour
- Naïve Bayes Classifier
- Decision Tree – CART
- Decision Tree – C50
- Random Forest
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Upcoming Batch Schedule for Data Science with Python Training in Bangalore
Besant Technologies provides flexible timings to all our students. Here are the Data Science With Python Training in Bangalore Schedule in our branches. If this schedule doesn’t match please let us know. We will try to arrange appropriate timings based on your flexible timings.
- 30-10-2021Sat (Sat - Sun)Weekend Batch11:00 AM (IST) (Class 3Hrs) / Per SessionGet Fees
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Trainer Profile of Data Science with Python Training in Bangalore
Our Trainers provide complete freedom to the students, to explore the subject and learn based on real-time examples. Our trainers help the candidates in completing their projects and even prepare them for interview questions and answers. Candidates are free to ask any questions at any time.
- More than 7+ Years of Experience.
- Trained more than 2000+ students in a year.
- Strong Theoretical & Practical Knowledge.
- Certified Professionals with High Grade.
- Well connected with Hiring HRs in multinational companies.
- Expert level Subject Knowledge and fully up-to-date on real-world industry applications.
- Trainers have Experienced on multiple real-time projects in their Industries.
- Our Trainers are working in multinational companies such as CTS, TCS, HCL Technologies, ZOHO, Birlasoft, IBM, Microsoft, HP, Scope, Philips Technologies etc
Data Science with Python Exams & Certification in Bangalore
Besant Technologies Certification is Accredited by all major Global Companies around the world. We provide after completion of the theoretical and practical sessions to fresher’s as well as corporate trainees.
Our certification at Besant Technologies is accredited worldwide. It increases the value of your resume and you can attain leading job posts with the help of this certification in leading MNC’s of the world. The certification is only provided after successful completion of our training and practical based projects.
Key Features of Data Science with Python Training in Bangalore
30+ Hours Course Duration
100% Job Oriented Training
Industry Expert Faculties
Free Demo Class Available
Completed 800+ Batches
Training Courses Reviews
I would like to highlight a few points about my association with Besant Technologies. The faculty members out here are super supportive. They make you understand a concept till they are convinced you have gotten a good grip over it. The second upside is definitely the amount of friendliness in their approach. I and my fellow mates always felt welcome whenever we had doubts. Thirdly, Besant offers extra support to students with a weaker understanding of the field of IT.
When I joined Besant Technologies, I didn’t really expect a lot from it, to be extremely honest. But as time went by, I realised I got from Besant Technologies exactly what I wanted- a healthy environment for learning. Cordial teachers and their valuable lectures make understanding things so much easy. I thank Besant for having been so supportive throughout the course.
Frequently Asked Questions
Besant Technologies offers 250+ IT training courses in more than 20+ branches all over India with 10+ years of Experienced Expert level Trainers.
- Fully hands-on training
- 30+ hours course duration
- Industry expert faculties
- Completed 1500+ batches
- 100% job oriented training
- Certification guidance
- Own course materials
- Resume editing
- Interview preparation
- Affordable fees structure
Besant Technologies is the Legend in offering placement to the students. Please visit our Placed Students List on our website.
- More than 2000+ students placed in last year.
- We have a dedicated placement portal which caters to the needs of the students during placements.
- Besant Technologies conducts development sessions including mock interviews, presentation skills to prepare students to face a challenging interview situation with ease.
- 92% percent placement record
- 1000+ interviews organized
- Our trainers are more than 10+ years of experience in course relavent technologies.
- Trainers are expert level and fully up-to-date in the subjects they teach because they continue to spend time working on real-world industry applications.
- Trainers have experienced on multiple real-time projects in their industries.
- Are working professionals working in multinational companies such as CTS, TCS, HCL Technologies, ZOHO, Birlasoft, IBM, Microsoft, HP, Scope, Philips Technologies, etc…
- Trained more than 2000+ students in a year.
- Strong theoretical & practical knowledge.
- Are certified professionals with high grade.
- Are well connected with hiring HRs in multinational companies.
No worries. Besant technologies assure that no one misses single lectures topics. We will reschedule the classes as per your convenience within the stipulated course duration with all such possibilities. If required you can even attend that topic with any other batches.
Besant Technologies provides many suitable modes of training to the students like
- Classroom training
- One to One training
- Fast track training
- Live Instructor LED Online training
- Customized training
You will receive Besant Technologies globally recognized course completion certification.
Yes, Besant Technologies provides group discounts for its training programs. To get more details, visit our website and contact our support team via Call, Email, Live Chat option or drop a Quick Enquiry. Depending on the group size, we offer discounts as per the terms and conditions.
We accept all major kinds of payment options. Cash, Card (Master, Visa, and Maestro, etc), Net Banking and etc.