Manfred Hartl, Structures polynomiales en th\'eorie des groupes nilpotents. Abstract : As an approximation of group cohomology $H^*(G,M)$ with coefficients in a nilpotent module, a theory of polynomial cohomology $P_nH^*(G,M)$ of degre $n\ge 0$ is introduced, by passing to a functorial quotient of the bar resolution which is of finite type over ${\bf Z}$ in all dimensions if $G$ is of finite type. Thus polynomial cohomology is well computable, and its elements are canonically represented by polynomial (indeed, numerical) cocycles. This construction generalizes a concept of Passi's. It is proved that $P_nH^2(G,M) = H^2(G,M)$ if $G$ is a torsionfree nilpotent group of finite type (= T-group) and $M$ is an additively torsionfree nilpotent $G$-module, as soon as $n+1 \ge$ the sum of the nilpotency classes of $G$ and $M$. This allows for an effective inductive construction of T-groups in terms of polynomial group laws on free abelian groups. The homology group $H_2(G)$ is computed for all 2-step nilpotent groups; an easily evaluable formula is given for the finite case. Based on the construction of ``abelian models" for extensions of T-groups, the automorphism groups of T-groups are determined in terms of iterated extensions. All associated obstruction operators and extension classes are exhibited, thus revealing unexpected simple structures. Concerning a question of Milnor's, we construct (with K. Dekimpe) complete left-symmetric (and so affine) structures on a large class of 4-step nilpotent Lie algebras, by studying certain submodules of polynomial constructions on Lie algebras. This provides a realization of certain 4-step nilpotent T-groups as fundamental groups of compact, complete affinely flat manifolds. A final chapter is devoted to subgroups induced by ideals of group algebras. A universal coefficient composition is obtained for such subgroups, generalizing the one of Sandling, Passi, Parmenter and Sehgal's for Lie and ordinary dimension subgroups. Relative versions of Fox and dimension subgroups are introduced and determined in low dimensions. The problem of constructing new counterexamples to the classical dimension subgroups conjecture is studied in dimension 4, combining Passi's homological viewpoint with our results on the Schur multiplier of 2-step nilpotent groups. Thereby a systematical systematical construction of families of such examples with prescribed properties is obtained.