Uploaded by User85709

Data Science with Python Training in Indore

Data Science with Python Training in Indore
IgmGuru offers Data Science with Python Training in Indore. Data Science
with Python Course in Indore has been designed after consulting with
industry expert. The reason we have done this is because IgmGuru wanted
to embed the topics and techniques which are practiced and are in demand
in the industry – conduct them with the help of pedagogy which is followed
across universities.In doing so, IgmGuru make our learners more
industry/job-ready and this course is the gateway towards your Data Science
Data Science with Python Course in Indore Overview
IgmGuru is one of the best Python Training Institute in Indore which delivers
a high level of quality training with the help of Industry Expert Professionals.
The demand and the supply gap for a data scientist is ever increasing. In
fact, in one of its surveys, IBM predicts increment in data science jobs to be
364,000 to 2720,000 in 2020 which is only going upwards in the subsequent
years. Python, as a programming language, is immensely popular for
building data science-based applications owing to its simplicity, and large
community support and ease of deployment.
IgmGuru's Data Science with Python Course in Indore has been designed
keeping in mind about learners who have zero to some level of exposure to
Python. Any ideal session in this course would dedicate a good amount of
time to understanding the theoretical part after which we will be moving on
to the application of theoretical concepts by doing hands-on these statistical
techniques. You would be provided with a lot of data set to practice things
during the session and also to practice later on in the form of self-study
which will help you in your journey of applied data science with python.
The three main pillars of Data Science with Python Training
in Indore.
1. Application of mathematical and statistical concepts
2. Expressing them using a programming language or a tool/platform
3. Particular business domain
The Data Science with Python Training in Indore modules focuses on
explaining various use cases, some of the very famous applications/services
which use Python, and then we gradually move to understand data science
workflow using Python theoretically. We will help you understand the basic
components of any data science model, right from fetching your data from
your database to building a model that is in a deployable form.
What are the key deliverable's in Data Science with Python Course
in Indore
As you will progress in the Data Science with Python Training in Indore, you
will get to know the below things
Statistics for data science
Basic data cleaning techniques for model building
Converting your raw data into a machine consumable format
Working principle of machine learning models and their applicability
Understanding the parameters required for checking model accuracy
Deploying the model to make it available as a service
Maintaining the model over a period of time
With respect to the above steps, you will also learn how to use data science
specific libraries in Python eg. Frequently used libraries in data cleaning like
NumPy, pandas, spicy, groupby, merge; data plotting libraries like
matplotlib, seaborn; machine learning-based modules available inside scikit
learn for building various regression and classification based algorithms,
libraries to check model accuracy like confusion matrix, MSE, RMSE, Natural
Language-based libraries like NLTK, genism, VADER.
A good amount of content has also been dedicated to Natural Language
Processing techniques and various web scraping methodologies. Of late, NLP
is gaining a lot of popularity owing to use in our day to day life eg. Mails,
tweets, FB posts, WhatsApp chats are ideal input for any NLP based models.
You are very likely to experience NLP based openings which is now-a-days
considered to be a speciality within the Machine Learning branch.
Hence assessing the market based demands, we have specifically designed
modules to upskill you in this area as well – mostly its applied data science
with python A very significant model in the area of NLP is Sentiment Analysis
which is something we will be building to start things of and will move on to
build much complex algorithm in this area.