Data Science and Artificial intelligence Course

BY
Le Wagon

Join Le Wagon’s Data Science and Artificial intelligence to become a Data Science expert. Learn Python, Pandas, etc., and accelerate your career growth.

Mode

Full time, Online

Duration

2 Months

Quick Facts

particular details
Medium of instructions English
Mode of Delivery Video and Text Based

Course overview

The Data Science and Artificial intelligence Course is a 2-months Bootcamp to help you launch your data science career. This course, held on Saturdays and weekday evenings, will cover core topics from Deep Learning to Pandas. You will work in teams equipped with premium tool belts and gauge your Data Science expertise via teachers and peer interactions.

Le Wagon also provides a ‘Data prep week’ right before the Bootcamp commences. In this, you’ll strengthen your Python, OOP, and Iteration skills and develop a robust foundation to study the Data Science Course syllabus. 

Apart from a thorough syllabus, the Data Science part-time training course provides numerous avenues for networking and learning. You’ll get access to Le Wagon’s online education platform for screencasts, lectures, challenges, etc. In addition, Slack groups will be available for tips from professional data analysts, scientists, and exclusive freelance opportunities. 

You will also become a part of Le Wagon’s global community, featuring 11,105 alumni, developers, entrepreneurs, etc. After the Data Science part time online programme completion, you’ll also receive career services through numerous networking events, job fairs, Le Wagon’s career guide, and alumni coaching sessions.

The highlights

  • Curriculum available in 23 cities
  • Part-time learning through remote and live sessions
  • Data prep week
  • Career week
  • Group projects
  • Workshops
  • Panel discussions
  • Career assistance
  • Global tech community
  • Online education platform
  • Alumni coaching
  • Networking events
  • Tailor-made programme

Program offerings

  • Career services
  • Data prep week
  • Pair-programming sessions
  • Workshops
  • Online education platform
  • Global tech community
  • Alumni coaching
  • Career-oriented events
  • Tailor-made schedule.

Course and certificate fees

certificate availability

No

Eligibility criteria

You must be proficient in at least high school-level mathematics like a system of linear equations, derivatives, and functions to enrol. You must also know the basics of programming like variables, data types, loops, functions, conditions, dict, and lists to join the Data Science and Artificial intelligence Course by Le Wagon. 

What you will learn

Data science knowledge Machine learning Knowledge of python Knowledge of deep learning Sql knowledge Knowledge of data visualization Statistical skills

The Data Science and Artificial intelligence Course syllabus will cover the following topics to make you a skilled Data Science professional: -

  • Python essentials, including Jupyter Notebook, Python libraries, data collection, etc.,
  • SQL
  • Relational Database
  • Data analysis
  • Data visualisation
  • Probability
  • Statistics
  • Linear algebra
  • Decision science - communication and statistical inferences
  • Machine learning
  • Overfitting
  • Generalisation
  • Supervised learning
  • Preprocessing
  • Unsupervised learning
  • Deep learning - neural networks and computer vision
  • Data engineering 
  • MLflow
  • Google Cloud Platform
  • Machine Learning pipelines

The syllabus

Data Analysis

  • Source data from files, web-scraping, or APIs
  • Manipulate data with Python, Pandas & Numpy
  • Query / store data with SQL & Google Big Query
  • Visualization with Jupyter Notebook, Matplotlib, Seaborn & Plotly

Decision Science

  • Statsmodels for multivariate linear/logistic regressions
  • Packaging and object-oriented programming in Python
  • Notebook-based presentations with interactive graphs

Machine Learning

  • Scikit-learn and XGBoost libraries
  • Supervised learning (linear, KNN, SVM, Trees, Ensembles)
  • Unsupervised learning (PCA, K-means, t-SNE, DBSCAN)
  • Structured data (tabular, time-series with SARIMAX...)
  • Unstructured data (images, text with Naive-Bayes, Tf-idf, LDA...)

Deep Learning

  • TensorFlow
  • Keras
  • Google Colab

Machine Learning Engineering (MLOps)

  • VS code & command line
  • Google Cloud, Virtual Machines, SSH for the trainer
  • MLflow & Prefect for DAG orchestration
  • Docker & Fast API for the backend
  • Streamlit for the frontend

Generative AI

  • ChatGPT
  • Copilot
  • LangChain

Project weeks

Admission details

  • https://www.lewagon.com/data-science-course - Use this link to access the Data Science and Artificial intelligence Course course by Le Wagon.
  • After viewing the curriculum details, click on ‘Apply Now.’
  • You’ll be redirected to the course application form.
  • Duly fill out the form and tap the ‘Apply to Le Wagon’ button. 
  • Le Wagon will send you an email to schedule your interview.

Filling the form

You must submit an application form to request an enrolment interview for the Data Science and Artificial intelligence Course. This will require details such as your full name, age, preferred campus, course, format, email address, contact number, and LinkedIn profile. You must also mention how you heard about Le Wagon and your motivation to attend this programme.

How it helps

The Online Data Science and Artificial intelligence Course is an excellent choice to attend a full-fledged Bootcamp that upskills you as a Data Science professional. Pair-programming sessions, coding challenges, panel discussions, workshops, online classrooms, screencasts, etc., will help you grasp the topics faster and become well-versed with the Data Science domain.

Moreover, the Data Science part time Course benefits also include Le Wagon’s extensive networking efforts, where you’ll interact with alumni members, professional data scientists, developers, entrepreneurs, etc. The Career Week’s events, including assignments, technical challenges, and customised workshops, will help you become job-ready and prepare an attractive job application. 

FAQs

What happens during Career Week?

Le Wagon offers multiple learning and career-building opportunities during the Bootcamp’s Career Week. You will indulge in panel discussions, preparing job applications, workshops, assignments, presentations, alumni interactions, etc.

When are the classes held?

They are conducted on Saturdays and weekday evenings.

How can I enrol in the online Data Science and Artificial intelligence Course?

You must submit a duly-filled application to request an admission interview.

Is this course available offline?

Yes. It is available in 22 cities. You can check them by visiting https://www.lewagon.com/data-science-course

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