Data Science with Python Training in Chennai
TIC Academy provides 100% real-time, practical and placement focused Data Science with Python training in Chennai. Our Data Science with Python course concentrates from basic level training to advanced level training. Our Data Science with Python training in completely focused to get placement in MNC in Chennai and certification on Data Science with Python after completion of our course. Our team of Data Science with Python trainers are Data Science with Python have more real-time experience in live projects. Our Data Science with Python Course syllabus is enough for anyone who wants to get Data Science with Python certification which meets industry expectations. In our course plan, you will learn practical exercises and live examples.
TIC Academy is completely looking to offer this Data Science with Python training in various places in and around Chennai. Our Data Science with Python training centers are equipped with perfect environment to learn with all required facilities. We guide our Data Science with Python training students to be a certified at end of our course. In the last six months time frame we are completed Data Science with Python training for more than 2000+ students with excellent feedback and placements. We are charging very competitive in the market which helps to bring more Data Science with Python professionals into this market. Our Data Science with Python training course fee is very nominal which anyone can pay in installment basis as well. We are having multiple class timings which suit everyone who wants to learn in their own timings. Our Data Science with Python training will be scheduled in regular weekdays and weekends based on the students request. We do have fast track Data Science with Python training and online Data Science with Python training with one-to-one basis. We are giving more Data Science with Python training for corporates which employees of their company will be benefits with our training.
Data Science with Python Training Support
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Syllabus of Data Science with Python Training in Chennai
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
- Lists
- Slicing
- IF statements
- Loops
- Dictionaries
- Tuples
- Functions
- Array
- Selection by position & Labels
Module 4: Python Packages (Duration-2hrs)
- Pandas
- Numpy
- 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
- Mean
- Median
- Mode
- Skewness
- Normal Distribution
- Probability Basics
- What does mean by probability?
- Types of Probability
- ODDS Ratio?
- Standard Deviation
- Data deviation & distribution
- Variance
- Bias variance Trade off
- Underfitting
- Overfitting
- 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 a NA?
- Central Imputation
- KNN imputation
- Dummification
- Correlation
- Pearson correlation
- Positive & Negative correlation
- Error Metrics Duration-3hr
- Classification
- Confusion Matrix
- Precision
- Recall
- Specificity
- F1 Score
- Regression
- MSE
- RMSE
- MAPE
Module 8: Machine Learning
Module 9: Supervised Learning (Duration-6hrs)
- Linear Regression
- Linear Equation
- Slope
- Intercept
- 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
- 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
Data Science with Python Trainer Profile & Placement
Our Data Science with Python Trainers
- More than 10 Years of experience in Data Science with Python Technologies
- Has worked on multiple real time Data Science with Python projects
- Working in a top MNC company in Chennai
- Trained 2000+ Students so far
- Strong Theoretical & Practical Knowledge
- certified Professionals
Data Science with Python Placement Training in Chennai
- More than 2000+ students Trained
- 95% percent Placement Record
- 1200+ Interviews Organized
Data Science with Python Training Locations in Chennai
Our Data Science with Python Training centers
- Adyar
- Ambattur
- Adambakkam
- Anna Nagar
- Anna Salai
- Ashok Nagar
- Choolaimedu
- Chromepet
- Ekkattuthangal
- Guindy
- Kodambakkam
- Madipakkam
- Mylapore
- Porur
- Saidapet
- T. Nagar
- Tambaram
- Vadapalani
- Velachery
- Villivakkam
- Virugambakkam
Data Science with Python training batch size in Chennai
Regular Batch ( Morning, Day time & Evening)
- Seats Available : 8 (maximum)
Weekend Training Batch( Saturday, Sunday & Holidays)
- Seats Available : 8 (maximum)
Fast Track batch
- Seats Available : 7 (maximum)