If you are a beginner, know that data science is the branch that can help professionals get insights from tons of data to solve problems, make informed decisions and provide value. The good thing is that data science works in every sector, including e-commerce, finance, entertainment, education, social media and healthcare, to name a few. As a matter of fact, data science has transformed the world and created fresh opportunities for individuals and businesses at the same time.
If you wonder how to become a data scientist and what skills and tools you need to learn, you are on the right page. In this article, we are going to review and compare different data science courses in Bangalore. Read on to find out more.
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Data Science and Machine Learning Course by Scalar
Scaler is one of the best online platforms that provides high-quality education and mentorship for aspiring data scientists. Scaler’s Data Science and Machine Learning Course is one of Bangalore’s most comprehensive and rigorous data science courses. This course is designed based on the insights and feedback from data scientists working at the top 50 tech companies in the world.
Want to learn more about data science? Enroll in this data science course in Hyderabad to do so.
Duration, mode, and fees: The course lasts for 11-13 months and is conducted online.
Course curriculum and topics covered:
- Python programming and data structures
- Data analysis and visualization using pandas, numpy, matplotlib, seaborn, etc.
- Statistics and probability for data science
- Machine learning fundamentals and algorithms
- Supervised learning: regression, classification, ensemble methods, etc.
- Unsupervised learning: clustering, dimensionality reduction, anomaly detection, etc.
- Deep learning: neural networks, CNNs, RNNs, LSTMs, etc.
- Natural language processing: text preprocessing, sentiment analysis, topic modeling, etc.
- Computer vision: image processing, face detection, object recognition, etc.
- Recommender systems: collaborative filtering, content-based filtering, matrix factorization, etc.
- Time series analysis: ARIMA models, forecasting techniques, etc.
- Big data and cloud computing: Hadoop, Spark, AWS, etc.
Tools and technologies used: The course uses the following tools and technologies:
- Python
- Jupyter Notebook
- Scikit-learn
- TensorFlow
- Keras
- PyTorch
- NLTK
- OpenCV
- Hadoop
- Spark
- AWS
Placement support and top recruiters: The course provides placement support and guidance to help you land your dream job in data science. Some of the top recruiters that hire from Scaler are:
- Amazon
- Samsung
- Flipkart
- Ola
- Swiggy
Data Science Course by AnalytixLabs
AnalytixLabs is a pioneer in data science education and training in India. AnalytixLabs offers a variety of data science courses in Bangalore for different levels of learners. One of their popular courses is the Data Science 360 Course which covers the end-to-end aspects of data science from data collection to deployment.
Looking forward to becoming a Data Scientist? Check out the data science course in Bangalore and get certified today.
Duration, mode: The course involves 27+ hours of pre-learning videos, 145+ hours of live training, 6+ hours of E-learning, and 375+ hours of practice, assignment, and project work.
Course curriculum and topics covered: The course covers the following topics:
| Data Visualization & Analytics | Excel & VBA basics; SQL basics; Tableau basics; Power BI basics; Data visualization & storytelling |
| Data Science with Python | Python basics; Data manipulation with pandas & numpy; Data visualization with matplotlib & seaborn; Statistics & probability for data science; Hypothesis testing & ANOVA; Linear & logistic regression; Decision trees & random forests; K-means clustering; Principal component analysis |
| Machine Learning Course | Machine learning fundamentals; Model evaluation & validation; Feature engineering & selection; Regularization techniques; Support vector machines; K-nearest neighbors;
Tools and technologies used:
- Excel
- VBA
- SQL
- Tableau
- Power BI
- Python
- Jupyter Notebook
- Scikit-learn
- TensorFlow
- Keras
Projects and assignments: The course involves several projects and assignments based on real-world data sets and problems. Some of the projects are:
- Analyzing sales data using Excel & VBA
- Creating dashboards and reports using Tableau & Power BI
- Predicting customer churn using logistic regression
- Classifying handwritten digits using neural networks
- Generating text summaries using natural language processing
- Forecasting stock prices using time series analysis
Placement support and top recruiters: The course provides placement support and guidance to help you land your dream job in data science. Some of the top recruiters that hire from AnalytixLabs are:
- BCG
- American Express
- Airtel
- Genpact
- EY
- Deloitte
Data Science Training Course by 360DigiTMG
360DigiTMG is a global data science and business analytics training and consulting leader. 360DigiTMG offers a Data Science Training Course in Bangalore that covers the core concepts and techniques of data science and machine learning. This course is suitable for beginners as well as experienced professionals who want to upgrade their skills and knowledge in data science.
360DigiTMG the award-winning training institute offers a data science offline course in Chennai, Bangalore, Hyderabad, and other regions of India and become certified professionals.
Duration, mode, and fees: The course lasts for 4 months and is conducted online.
Course curriculum and topics covered:
- Introduction to data science and business analytics
- Data collection and preprocessing
- Data analysis and visualization using Python
- Statistics and probability for data science
- Machine learning fundamentals and algorithms
- Supervised learning: regression, classification, ensemble methods, etc.
- Unsupervised learning: clustering, dimensionality reduction, association rules, etc.
- Text mining and natural language processing
- Recommender systems
- Deep learning: neural networks, CNNs, RNNs, LSTMs, etc.
- Computer vision: image processing, face detection, object recognition, etc.
- Big data and cloud computing: Hadoop, Spark, AWS, etc.
Tools and technologies used: The course uses the following tools and technologies:
- Python
- Jupyter Notebook
- Scikit-learn
- TensorFlow
- Keras
- PyTorch
- NLTK
- OpenCV
- Hadoop
- Spark
- AWS
Projects and assignments: The course involves several projects and assignments based on real-world data sets and problems. Some of the projects are:
- Analyzing customer behavior using descriptive statistics
- Visualizing COVID-19 data using Python libraries
- Predicting credit card default using logistic regression
- Building a music recommender system using collaborative filtering
- Generating fake news headlines using RNNs
- Recognizing handwritten digits using CNNs
Placement support and top recruiters: The course provides placement support and guidance to help you land your dream job in data science. Some of the top recruiters that hire from 360DigiTMG are:
- IBM
- Accenture
- Cognizant
- Infosys
- Wipro
- TCS
In short, you can keep these things in mind the next time you need to choose a good data science institute with a practical approach to learning in Bangalore.
Becoming a Data Scientist is possible now with the 360DigiTMG data scientist course. Enroll today.
Data Science Training Institutes in Other Locations
Tirunelveli, Kothrud, Ahmedabad, Hebbal, Chengalpattu, Borivali, Udaipur, Trichur, Tiruchchirappalli, Srinagar, Ludhiana, Shimoga, Shimla, Siliguri, Rourkela, Roorkee, Pondicherry, Rajkot, Ranchi, Rohtak, Pimpri, Moradabad, Mohali, Meerut, Madurai, Kolhapur, Khammam, Jodhpur, Jamshedpur, Jammu, Jalandhar, Jabalpur, Gandhinagar, Ghaziabad, Gorakhpur, Gwalior, Ernakulam, Erode, Durgapur, Dombivli, Dehradun, Cochin, Bhubaneswar, Bhopal, Anantapur, Anand, Amritsar, Agra , Kharadi, Calicut, Yelahanka, Salem, Thane, Andhra Pradesh, Greater Warangal, Kompally, Mumbai, Anna Nagar, ECIL, Guduvanchery, Kalaburagi, Porur, Chromepet, Kochi, Kolkata, Indore, Navi Mumbai, Raipur, Coimbatore, Bhilai, Dilsukhnagar, Thoraipakkam, Uppal, Vijayawada, Vizag, Gurgaon, Bangalore, Surat, Kanpur, Chennai, Aurangabad, Hoodi,Noida, Trichy, Mangalore, Mysore, Delhi NCR, Chandigarh, Guwahati, Guntur, Varanasi, Faridabad, Thiruvananthapuram, Nashik, Patna, Lucknow, Nagpur, Vadodara, Jaipur, Hyderabad, Pune, Kalyan.
Data Analyst Courses In Other Locations
Tirunelveli, Kothrud, Ahmedabad, Chengalpattu, Borivali, Udaipur, Trichur, Tiruchchirappalli, Srinagar, Ludhiana, Shimoga, Shimla, Siliguri, Rourkela, Roorkee, Pondicherry, Rohtak, Ranchi, Rajkot, Pimpri, Moradabad, Mohali, Meerut, Madurai, Kolhapur, Khammam, Jodhpur, Jamshedpur, Jammu, Jalandhar, Jabalpur, Gwalior, Gorakhpur, Ghaziabad, Gandhinagar, Erode, Ernakulam, Durgapur, Dombivli, Dehradun, Bhubaneswar, Cochin, Bhopal, Anantapur, Anand, Amritsar, Agra, Kharadi, Calicut, Yelahanka, Salem, Thane, Andhra Pradesh, Warangal, Kompally, Mumbai, Anna Nagar, Dilsukhnagar, ECIL, Chromepet, Thoraipakkam, Uppal, Bhilai, Guduvanchery, Indore, Kalaburagi, Kochi, Navi Mumbai, Porur, Raipur, Vijayawada, Vizag, Surat, Kanpur, Aurangabad, Trichy, Mangalore, Mysore, Chandigarh, Guwahati, Guntur, Varanasi, Faridabad, Thiruvananthapuram, Nashik, Patna, Lucknow, Nagpur, Vadodara, Jaipur, Hyderabad, Pune, Kalyan, Delhi, Kolkata, Noida, Chennai, Bangalore, Gurgaon, Coimbatore.
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360DigiTMG – Data Science, Data Scientist Course Training in Bangalore
Address: No 23, 2nd Floor, 9th Main Rd, 22nd Cross Rd, 7th Sector, HSR Layout, Bangalore, Karnataka 560102
Phone : 1800 212 654321
