DataScience with Python Training

DataScience with Python Training

Data Science With Python Training

Learn how to use Data Science with Python from beginner level to advanced techniques which is taught by experienced working professionals. With our Data Science with Python Training in Pune, Mumbai, and Thane you’ll learn concepts in expert level with practical manner.

About Data Science Course

We, at Goals Infocloud Technologies, provide the best training for Data Science course. We have designed the course in such a way that helps to kick start your career into the data science field and to take up different roles such as Data Scientist, Data engineer, Data analyst and so on.

We design the syllabus as per the latest industry standards.

  • Our trainers provide real-time training with live projects which will help you to have a deeper understanding of the subject.
  • We provide the training in various modes such as online, classroom on both weekday and weekend batches.
  • Our training schedule is very flexible to suit your available timings.
  • Our Data science course will help you to crack-related interviews in top MNCs since our trainers will guide you throughout the process by sharing their real-time experience in relevant fields.
  • Data Science has become the “buzzword” of the decade. Harward business review has called it the “hottest job of the 21st century”. Data Scientist and Data architects are one of the highest paid roles nowadays. According to LinkedIn, Data Scientist is one of the most promising jobs in 2018.
  • According to UNECE statistics, Global data growth has increased from 5 ZB(ZettaBytes) in 2014 to 40 ZB in 2020. It is evident that Global data has been increasing at an enormous rate. Hence, Data science is the future.
  • Those who are passionate about working with cutting edge technologies should really consider a career in Data Science.
  • Candidates having some database experience can move to Data science.
  • Top MNCs look for professionals with Data Science experience for various Data Science roles such as Data Engineer, Data Scientist, Data analyst, etc.
  • This training is suitable for software professionals preferably from programming and database background.
  • A lot of professionals have migrated from their current developer role to the Data Science field.
  • Anyone who wants to explore data patterns and has a passion for data analytics can come out with flying colors.
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  • Since top companies don’t usually prefer freshers for these roles, experience in real-time Data science projects will be an added advantage.
  • Our training is focused on covering all basic syllabus related to Data Science along with real-time Lab exercises. Our live projects will help you to understand the subject in an extensive way and prepare you to face interviews with top companies for Data science roles.
  • Our trainers will share with you their experience and guide you to solve real-time problems. Either Online or classroom training is mandatory to start a career in Data Science.
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  • Good Programming skills in at least one programming language. Knowing Python or R language will be helpful
  • Database skills. Eg: SQL.
  • Good analytical and mathematical skills.
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  • Companies prefer people with relevant experience to fill their Data science-related positions. The two common languages used are Python and R along with SQL.

    The following are the skills that are associated with data science.

    • Programming knowledge in languages such as Python, R, Java, etc.
    • Data skills: Database background will really be helpful. Having worked extensively with databases such as Mysql, MSSQL, Postgre, MongoDB, Oracle, NoSQL, etc will be an added advantage.
    • Descriptive Statistics: To gather data and to analyze sample data and summarize it.
    • Data visualization: To help view the data using visual representations like graphs, plots and help understand the correlation, time series, ranking, deviation, and geographical differences.
    • Statistical modeling: The idea of generating a sample data based on given large data.
    • Big data: Dealing with complex and very large data sets. Spark, Hive, MongoDB, Amazon Redshift, Apache Kafka have become the common choice for big data platform.
    • Machine learning algorithms: The statistical modeling and algorithms that make predictions based on data.

Batch Schedule for Data Science With Python Training

GoalsInfo Cloud Technologies provides flexible timings to all our students. Here are the Data Science With Python Training in Pune, Mumbai, and Thane 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.

15-08-2019 Starts Coming Thursday (Monday – Friday)08:00 AM (IS)Course Fees

19-08-2019 Starts Coming Monday (Monday – Friday)08:00 AM (IST)Course Fees

17-08-2019 Starts Coming Saturday (Saturday – Sunday)11:00 AM (IST)Course Fees

17-08-2019 Starts Coming Saturday (Saturday – Sunday)10:00 AM (IST))Course Fees

Different Modes of Data Science Training

Data Science with Python Training Syllabus

GoalsInfo Cloud Technologies boasts of being the Best Data Science training institute in Pune, Mumbai, and Thane. And the syllabus for this course has been broken down below (not in any specific order) for your convenience.

Data Science with Python Training Syllabus

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 6: Manipulating Data (Duration-1hr)

  • Central Tendency
  • Mean, Median, and 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
  • catter plot
  • Cook’s Distance
  • Missing Value treatments
  • What is a NA?
  • Central Imputation
  • KNN imputation
  • Dummification
  • Error Metrics Duration-3hr
  • Classification
  • Confusion Matrix
  • Precision
  • Recall
  • Specificity
  • F1 Score
  • Regression
  • MSE and 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

FAQ's

Call now: +91 – 99231 15877 and know the exciting offers available for you!

GoalsInfo Cloud Technologies offers 250+ IT training course in more than 20+ branches with 10+ years 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

GoalsInfo Cloud Technologies is the Legend in offering placement to the students. 

More than 2000+ students placed in last year. It has a dedicated placement portal which caters to the needs of the students during placements. GoalsInfo Cloud 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.

No worries. GoalsInfo Cloud 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.

GoalsInfo Cloud Technologies provides many suitable modes of training to the students like

  • Classroom training
  • One to One training
  • Fast track training
  • Customized training

You will receive GoalsInfo Cloud Technologies globally recognized course completion certification.

Yes, GoalsInfo Cloud 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.

Please Contact +91 9923115877 Or you can share your queries through [email protected]